conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"79288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-10-28 03:54:09.000000+00:00\", \"2022-01-24 18:54:24.000000+00:00\"], \"session_ids\": [\"61245e82-bd78-4deb-b177-38d32284be8e\", \"019e2a71-19e3-4b60-8687-ba14ef7a7cf8\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 5.6}, \"47425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-18 09:10:15.000000+00:00\", \"2020-04-03 10:43:30.000000+00:00\"], \"session_ids\": [\"1d9f1402-42ec-4100-bb44-84de8d972a9b\", \"c6439f81-b5ad-425e-8676-18b4a856f369\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}, \"10984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-08-12 03:44:01.000000+00:00\", \"2019-11-11 13:28:29.000000+00:00\"], \"session_ids\": [\"dea8abfb-0cd3-4e76-a5fc-f328a77aa026\", \"527df4ba-09a6-4b5f-acc6-e677861c62c8\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.228}, \"71489\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-16 07:19:03.000000+00:00\", \"2023-01-05 04:38:15.000000+00:00\"], \"session_ids\": [\"03b109a5-8a6c-4694-96c5-aaabb7346814\", \"bcd2c505-d6a7-4810-b136-8bb6b28eec1a\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 2.829}, \"6798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-07 04:10:36.000000+00:00\", \"2021-02-12 09:57:39.000000+00:00\"], \"session_ids\": [\"65ad1b97-1378-48c7-8a38-abc19247b005\", \"01a36545-0102-45ea-8010-845c2dadbfc6\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 16.25}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-08-12 03:44:01.000000+00:00\", \"2019-11-11 13:28:29.000000+00:00\"], \"session_ids\": [\"dea8abfb-0cd3-4e76-a5fc-f328a77aa026\", \"527df4ba-09a6-4b5f-acc6-e677861c62c8\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.228}}, {\"47425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-18 09:10:15.000000+00:00\", \"2020-04-03 10:43:30.000000+00:00\"], \"session_ids\": [\"1d9f1402-42ec-4100-bb44-84de8d972a9b\", \"c6439f81-b5ad-425e-8676-18b4a856f369\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"71489\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-16 07:19:03.000000+00:00\", \"2023-01-05 04:38:15.000000+00:00\"], \"session_ids\": [\"03b109a5-8a6c-4694-96c5-aaabb7346814\", \"bcd2c505-d6a7-4810-b136-8bb6b28eec1a\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 2.829}}, {\"79288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-10-28 03:54:09.000000+00:00\", \"2022-01-24 18:54:24.000000+00:00\"], \"session_ids\": [\"61245e82-bd78-4deb-b177-38d32284be8e\", \"019e2a71-19e3-4b60-8687-ba14ef7a7cf8\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 5.6}}, {\"6798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-07 04:10:36.000000+00:00\", \"2021-02-12 09:57:39.000000+00:00\"], \"session_ids\": [\"65ad1b97-1378-48c7-8a38-abc19247b005\", \"01a36545-0102-45ea-8010-845c2dadbfc6\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 16.25}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-08-12 03:44:01.000000+00:00\", \"2019-11-11 13:28:29.000000+00:00\"], \"session_ids\": [\"dea8abfb-0cd3-4e76-a5fc-f328a77aa026\", \"527df4ba-09a6-4b5f-acc6-e677861c62c8\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.228}}, {\"47425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-18 09:10:15.000000+00:00\", \"2020-04-03 10:43:30.000000+00:00\"], \"session_ids\": [\"1d9f1402-42ec-4100-bb44-84de8d972a9b\", \"c6439f81-b5ad-425e-8676-18b4a856f369\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"71489\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-16 07:19:03.000000+00:00\", \"2023-01-05 04:38:15.000000+00:00\"], \"session_ids\": [\"03b109a5-8a6c-4694-96c5-aaabb7346814\", \"bcd2c505-d6a7-4810-b136-8bb6b28eec1a\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 2.829}}, {\"79288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-10-28 03:54:09.000000+00:00\", \"2022-01-24 18:54:24.000000+00:00\"], \"session_ids\": [\"61245e82-bd78-4deb-b177-38d32284be8e\", \"019e2a71-19e3-4b60-8687-ba14ef7a7cf8\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 5.6}}, {\"6798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-07 04:10:36.000000+00:00\", \"2021-02-12 09:57:39.000000+00:00\"], \"session_ids\": [\"65ad1b97-1378-48c7-8a38-abc19247b005\", \"01a36545-0102-45ea-8010-845c2dadbfc6\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 16.25}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2021-08-12 03:44:01.000000+00:00\", \"2019-11-11 13:28:29.000000+00:00\"], \"session_ids\": [\"dea8abfb-0cd3-4e76-a5fc-f328a77aa026\", \"527df4ba-09a6-4b5f-acc6-e677861c62c8\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.228}}, {\"47425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-18 09:10:15.000000+00:00\", \"2020-04-03 10:43:30.000000+00:00\"], \"session_ids\": [\"1d9f1402-42ec-4100-bb44-84de8d972a9b\", \"c6439f81-b5ad-425e-8676-18b4a856f369\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}}, {\"71489\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-16 07:19:03.000000+00:00\", \"2023-01-05 04:38:15.000000+00:00\"], \"session_ids\": [\"03b109a5-8a6c-4694-96c5-aaabb7346814\", \"bcd2c505-d6a7-4810-b136-8bb6b28eec1a\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 2.829}}, {\"79288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-10-28 03:54:09.000000+00:00\", \"2022-01-24 18:54:24.000000+00:00\"], \"session_ids\": [\"61245e82-bd78-4deb-b177-38d32284be8e\", \"019e2a71-19e3-4b60-8687-ba14ef7a7cf8\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 5.6}}, {\"6798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-07 04:10:36.000000+00:00\", \"2021-02-12 09:57:39.000000+00:00\"], \"session_ids\": [\"65ad1b97-1378-48c7-8a38-abc19247b005\", \"01a36545-0102-45ea-8010-845c2dadbfc6\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 16.25}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 5 users with a duration of sessions per week that is higher than 8 and lower than 25, exclusive 25 inclusive 8 , and carry out sorting by total time using the app from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39657\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-05-18 14:09:49.000000+00:00\", \"2022-02-26 03:09:56.000000+00:00\"], \"session_ids\": [\"4cc3c0a0-3d31-4997-8f4b-ddc33ff318af\", \"378c45ad-a3d8-4e97-a906-5a4570056bce\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 38.333}, \"84377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-30 16:25:39.000000+00:00\", \"2020-08-20 06:27:39.000000+00:00\"], \"session_ids\": [\"2b9c1e78-fe2d-4b09-904c-436f6a1937b0\", \"eb078817-44cb-4da4-a699-2d7d56bbbfa8\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.021}, \"67811\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-04-12 16:05:26.000000+00:00\", \"2019-02-11 19:57:10.000000+00:00\"], \"session_ids\": [\"a9b25474-40f3-462b-af96-3290d228f3af\", \"05b91155-039a-40db-90b3-b4a6df3007c5\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.557}, \"92028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-03-08 05:35:57.000000+00:00\", \"2022-02-28 10:17:39.000000+00:00\", \"2021-10-05 07:48:40.000000+00:00\", \"2022-04-14 08:37:40.000000+00:00\", \"2019-07-25 14:12:11.000000+00:00\", \"2020-06-22 12:44:11.000000+00:00\", \"2021-03-20 05:05:32.000000+00:00\", \"2020-02-16 16:44:40.000000+00:00\"], \"session_ids\": [\"daf9a2df-6268-4ccd-8305-340ede0e1146\", \"bffa0508-8e92-4cf6-8836-c882f84cb944\", \"6f940ba4-6d63-45ff-a3d6-9bb419ebbf03\", \"9fa77a56-c92b-44af-b7a3-d2b106527d6a\", \"bf611413-0d4a-4adb-bb74-769a80fb7545\", \"edbf077d-e5f2-4716-9678-264c50707012\", \"53fa3211-5bf0-4ac0-876f-b99857c70e0e\", \"65668aa3-4bc3-41af-8bd4-f17b9b3a8286\"], \"total_duration\": 18228.0, \"total_sessions\": 8, \"mean_week_duration\": 112.519}, \"42921\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-08-03 13:18:15.000000+00:00\", \"2019-06-07 23:39:22.000000+00:00\", \"2022-09-23 00:32:37.000000+00:00\", \"2023-06-07 07:30:56.000000+00:00\", \"2019-02-03 14:05:23.000000+00:00\", \"2021-11-10 15:43:32.000000+00:00\"], \"session_ids\": [\"27e41629-2469-4f39-8a51-dfe43dd29d6d\", \"d47276f2-c856-4fbf-8038-afb29f5a0bc0\", \"2394373d-8d7a-4cb5-abb8-b5cbdaa99090\", \"a0b2b8dd-2cec-460f-9554-4a5f50f35189\", \"b9ce4938-fe8b-4e81-8de7-1d628ceb0d1f\", \"7d30178b-c0b8-4ffb-9cef-0d0d691969fc\"], \"total_duration\": 1661.0, \"total_sessions\": 6, \"mean_week_duration\": 7.317}, \"21984\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-20 05:15:19.000000+00:00\", \"2022-09-10 05:03:02.000000+00:00\", \"2020-06-25 04:31:45.000000+00:00\"], \"session_ids\": [\"681984be-b880-4387-97c6-bdc8ed390d0d\", \"775052f5-b370-45cc-978f-06047cc855ac\", \"bfa78db0-173a-43d0-82dd-99d10830d6b3\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.399}, \"3552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-31 06:31:52.000000+00:00\", \"2021-08-11 04:29:24.000000+00:00\"], \"session_ids\": [\"a83e58a9-c18d-41b1-acf5-74113c2a4846\", \"a4b2665b-a81c-4d57-ac7e-2ef37528865d\"], \"total_duration\": 319.0, \"total_sessions\": 2, \"mean_week_duration\": 159.5}, \"66358\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-04-20 05:07:11.000000+00:00\", \"2019-07-22 04:38:09.000000+00:00\", \"2020-12-11 01:20:28.000000+00:00\"], \"session_ids\": [\"a3d964e0-6b73-464a-93d4-8a04be2ddfa4\", \"e74749ec-08b9-456f-aa9b-f4fb40356bdc\", \"57256928-09cf-4ee9-b7de-73e9dd1ad7f7\"], \"total_duration\": 142.0, \"total_sessions\": 3, \"mean_week_duration\": 1.543}, \"37378\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-04-16 20:21:42.000000+00:00\", \"2019-04-13 03:46:06.000000+00:00\"], \"session_ids\": [\"bbc8abd4-1ae2-40ce-a55b-1069fdf9b862\", \"6494595b-9e52-402c-92ad-34a2872ae7e2\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 236.0}, \"81560\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-13 14:42:55.000000+00:00\", \"2020-04-16 05:52:22.000000+00:00\"], \"session_ids\": [\"22c6c7b7-0f32-4113-9c62-c9a24e3ded41\", \"415f8d65-22e8-4b89-8204-3217cee106e1\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 8 and are less than 25"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[8, 25]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me user information who is user with smallest value of time using the app also apply sorting by time spent on the site asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-11-13 08:07:00.000000+00:00\", \"2021-08-26 20:59:30.000000+00:00\", \"2020-07-28 06:51:29.000000+00:00\"], \"session_ids\": [\"e6722a15-bfda-4582-a394-513ade08b830\", \"9a655a8a-83f9-4036-b013-93a930f6cdec\", \"46dd3ba2-4756-43da-ab60-16bf657a6c8c\"], \"total_duration\": 73.0, \"total_sessions\": 3, \"mean_week_duration\": 1.074}, \"97368\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-01 04:23:16.000000+00:00\", \"2019-03-31 23:38:15.000000+00:00\", \"2019-12-23 23:10:06.000000+00:00\", \"2020-07-10 20:04:50.000000+00:00\", \"2019-06-21 06:30:17.000000+00:00\", \"2019-02-22 15:37:10.000000+00:00\", \"2021-01-27 22:49:23.000000+00:00\", \"2021-05-05 18:56:14.000000+00:00\", \"2020-06-16 08:55:34.000000+00:00\"], \"session_ids\": [\"50bcd155-6725-4e0c-95b7-9b8de239190f\", \"8ff673b2-a877-4568-9691-f0340b3e43a8\", \"baf6e07b-82fe-478a-beb6-3ff31f0f2681\", \"93270ac6-f0fa-463e-b10b-cccf2ed6d377\", \"698f0478-56e6-422b-a617-e06b9585f8c0\", \"84565cf5-b9b0-410a-b297-f1140132a0cc\", \"22d30958-3295-403d-bf12-0344c680c6fd\", \"bb279e26-b5e1-4abc-a0b5-d212820d6206\", \"069a793d-4c3c-48e2-9889-74085081e809\"], \"total_duration\": 114.0, \"total_sessions\": 9, \"mean_week_duration\": 0.991}, \"55314\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-08-02 18:06:20.000000+00:00\", \"2023-02-17 22:41:27.000000+00:00\"], \"session_ids\": [\"7fe3e40e-c832-4579-9540-1bdcb3b5ff80\", \"e4c2e5ee-2ac8-40cf-9435-1602aefdd572\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.469}, \"27313\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-10 08:22:22.000000+00:00\", \"2020-06-22 22:45:19.000000+00:00\"], \"session_ids\": [\"90783052-a458-422e-b578-e256e2887df2\", \"0c44585a-7189-4fee-b2f2-aa87cd84dd4f\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"11128\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-05 22:40:07.000000+00:00\", \"2020-02-08 00:33:11.000000+00:00\"], \"session_ids\": [\"a55f71d5-cb97-41ee-8f93-7a157329d6b1\", \"f04c26a2-1e36-4691-80b3-32121219a650\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.754}, \"43666\": {\"keyflows\": {\"Sign In Flow\": 9}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-03 01:21:08.000000+00:00\", \"2019-11-29 04:13:26.000000+00:00\", \"2023-05-06 20:56:59.000000+00:00\", \"2019-08-10 18:04:25.000000+00:00\", \"2022-05-23 11:24:07.000000+00:00\", \"2023-02-13 13:31:51.000000+00:00\"], \"session_ids\": [\"6241594f-2f54-41ff-89d4-8591b8a4932a\", \"966a62c8-47de-4fea-8d6f-59e0d4ae8b85\", \"ca071073-6d81-46df-86d2-f1b0fbf620db\", \"77bd42e2-c498-49fd-9aa8-65e2fb7e1b51\", \"29106f37-fa5a-40f4-acb0-d8c0c9a5a67d\", \"4313d1f5-a236-4290-9209-a0cb73df797f\"], \"total_duration\": 167.0, \"total_sessions\": 6, \"mean_week_duration\": 0.856}, \"52496\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-08-07 05:20:21.000000+00:00\", \"2023-04-19 13:41:42.000000+00:00\", \"2023-04-29 21:32:04.000000+00:00\", \"2023-06-07 01:04:37.000000+00:00\", \"2021-02-19 07:39:55.000000+00:00\", \"2022-10-16 02:00:13.000000+00:00\", \"2021-03-15 08:51:38.000000+00:00\", \"2021-03-06 16:43:52.000000+00:00\"], \"session_ids\": [\"dcf8de48-510c-4743-aec7-0d493d5d1a86\", \"f08e7b14-1920-4bc7-aeed-61aed3445c6a\", \"a2d8dc1c-87c1-4d58-bc7b-f0fac60af44e\", \"20320408-81fb-4380-8824-0df0cb8491e6\", \"b1ffa5d0-bd3b-494a-8cff-057185177eac\", \"212f341b-adeb-4483-9e85-7823a9e36c7e\", \"87a65e7d-057a-4683-a1b6-08f725e0be2b\", \"aea8fc62-f9f4-4ad2-9e6b-030d04c46a16\"], \"total_duration\": 1153.0, \"total_sessions\": 8, \"mean_week_duration\": 5.765}, \"33984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-06-25 18:13:03.000000+00:00\", \"2020-11-16 18:49:53.000000+00:00\", \"2020-07-24 05:02:18.000000+00:00\", \"2022-03-14 18:11:00.000000+00:00\", \"2021-10-06 07:48:58.000000+00:00\", \"2022-12-16 18:48:10.000000+00:00\"], \"session_ids\": [\"ce2038c0-4a6a-44af-a035-c51d7af186d6\", \"a2d4b62d-7037-431a-bb58-a4201df19169\", \"22e2ec37-ccfd-4602-8608-c2827c03e2b3\", \"6edd14a9-d68f-469e-a2ac-ba4f8cb6669b\", \"fcfa39e9-6bcc-49e7-8da9-ffb1f161a754\", \"36f83c39-d29e-4ebe-b9dd-5da28069e2ac\"], \"total_duration\": 1231.0, \"total_sessions\": 6, \"mean_week_duration\": 8.046}, \"69907\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-09-26 13:22:55.000000+00:00\", \"2019-10-19 10:22:45.000000+00:00\", \"2021-09-17 17:46:04.000000+00:00\"], \"session_ids\": [\"544d12e2-565d-4e8f-b1cb-bf21ec40ede6\", \"c46ca1e8-8062-4655-91b9-083c7829da8c\", \"8dc4e75f-e560-461a-a038-5e6470e1c409\"], \"total_duration\": 702.0, \"total_sessions\": 3, \"mean_week_duration\": 4.558}, \"59178\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-09 10:56:09.000000+00:00\", \"2022-09-16 01:06:54.000000+00:00\"], \"session_ids\": [\"7b556702-790a-4954-8a6c-d16ffd666e99\", \"336ace99-981c-4ddb-b251-ea10e18b5d18\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 9.528}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 1 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55314\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-08-02 18:06:20.000000+00:00\", \"2023-02-17 22:41:27.000000+00:00\"], \"session_ids\": [\"7fe3e40e-c832-4579-9540-1bdcb3b5ff80\", \"e4c2e5ee-2ac8-40cf-9435-1602aefdd572\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.469}}, {\"11128\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-05 22:40:07.000000+00:00\", \"2020-02-08 00:33:11.000000+00:00\"], \"session_ids\": [\"a55f71d5-cb97-41ee-8f93-7a157329d6b1\", \"f04c26a2-1e36-4691-80b3-32121219a650\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.754}}, {\"52724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-11-13 08:07:00.000000+00:00\", \"2021-08-26 20:59:30.000000+00:00\", \"2020-07-28 06:51:29.000000+00:00\"], \"session_ids\": [\"e6722a15-bfda-4582-a394-513ade08b830\", \"9a655a8a-83f9-4036-b013-93a930f6cdec\", \"46dd3ba2-4756-43da-ab60-16bf657a6c8c\"], \"total_duration\": 73.0, \"total_sessions\": 3, \"mean_week_duration\": 1.074}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55314\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-08-02 18:06:20.000000+00:00\", \"2023-02-17 22:41:27.000000+00:00\"], \"session_ids\": [\"7fe3e40e-c832-4579-9540-1bdcb3b5ff80\", \"e4c2e5ee-2ac8-40cf-9435-1602aefdd572\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.469}}, {\"11128\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-05 22:40:07.000000+00:00\", \"2020-02-08 00:33:11.000000+00:00\"], \"session_ids\": [\"a55f71d5-cb97-41ee-8f93-7a157329d6b1\", \"f04c26a2-1e36-4691-80b3-32121219a650\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.754}}, {\"52724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-11-13 08:07:00.000000+00:00\", \"2021-08-26 20:59:30.000000+00:00\", \"2020-07-28 06:51:29.000000+00:00\"], \"session_ids\": [\"e6722a15-bfda-4582-a394-513ade08b830\", \"9a655a8a-83f9-4036-b013-93a930f6cdec\", \"46dd3ba2-4756-43da-ab60-16bf657a6c8c\"], \"total_duration\": 73.0, \"total_sessions\": 3, \"mean_week_duration\": 1.074}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55314\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-08-02 18:06:20.000000+00:00\", \"2023-02-17 22:41:27.000000+00:00\"], \"session_ids\": [\"7fe3e40e-c832-4579-9540-1bdcb3b5ff80\", \"e4c2e5ee-2ac8-40cf-9435-1602aefdd572\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.469}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55314\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-08-02 18:06:20.000000+00:00\", \"2023-02-17 22:41:27.000000+00:00\"], \"session_ids\": [\"7fe3e40e-c832-4579-9540-1bdcb3b5ff80\", \"e4c2e5ee-2ac8-40cf-9435-1602aefdd572\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.469}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 4 users pieces of information whose time in app is exactly 1646 and in addition sort by total sessoins count form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70449\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-10-23 05:26:45.000000+00:00\", \"2019-03-18 18:21:44.000000+00:00\", \"2021-10-24 08:10:53.000000+00:00\", \"2019-08-21 00:35:18.000000+00:00\", \"2020-05-15 04:37:42.000000+00:00\"], \"session_ids\": [\"55637d16-4972-4730-b66d-72e70d8e1b93\", \"1ffe62ed-9cf4-4b92-971c-e7c3e3364f36\", \"7c903f07-366c-4cd0-b4e2-a13a1d99f937\", \"a6319bec-9b57-4e09-8ca1-3911003d8f11\", \"4377d41b-9825-48bc-9992-36565f2f3fdc\"], \"total_duration\": 170.0, \"total_sessions\": 5, \"mean_week_duration\": 1.25}, \"42609\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-20 22:24:51.000000+00:00\", \"2022-10-10 08:53:49.000000+00:00\", \"2020-01-12 04:13:27.000000+00:00\"], \"session_ids\": [\"08546906-e92b-4b22-b153-be6cde6ed4a8\", \"f9a59586-2fe0-4786-b631-3c50e4071d90\", \"eab22159-b606-4489-8f58-463b5e6d1afc\"], \"total_duration\": 276.0, \"total_sessions\": 3, \"mean_week_duration\": 1.917}, \"68094\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-15 01:04:02.000000+00:00\", \"2022-02-09 02:32:43.000000+00:00\", \"2022-11-09 18:56:42.000000+00:00\", \"2022-03-23 10:29:08.000000+00:00\", \"2019-08-10 13:34:12.000000+00:00\", \"2020-01-10 11:11:01.000000+00:00\", \"2019-11-18 09:51:03.000000+00:00\", \"2019-10-09 11:42:59.000000+00:00\", \"2022-08-24 06:17:58.000000+00:00\", \"2020-02-20 20:55:45.000000+00:00\", \"2022-02-25 15:11:29.000000+00:00\"], \"session_ids\": [\"92c0bb96-2662-4f1a-a34c-37bb179e67ac\", \"931f6fbb-a498-4595-9ece-a5c728985d47\", \"f1d93fee-91ff-4c0a-afb9-444e69452938\", \"82c6c8fa-b0a8-4e09-8315-3ec599e07641\", \"dbca070d-dc7d-42ef-8659-cae59730379a\", \"61aa337a-bb10-45e6-92e3-2079b3489f04\", \"ddfdaa8f-e1dd-4570-8ff3-14204eb7202f\", \"4a25618a-3726-4d4a-b95a-d6643fcae063\", \"240dcbae-4677-4565-8b91-9c1bf7ee215c\", \"160103a5-d6af-4992-af0b-dae90a673ca7\", \"f8fca183-6ef5-4672-ab7d-63cabca1394b\"], \"total_duration\": 15174.0, \"total_sessions\": 11, \"mean_week_duration\": 89.259}, \"79057\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-29 06:58:10.000000+00:00\", \"2019-01-20 17:41:43.000000+00:00\", \"2020-02-09 16:20:57.000000+00:00\", \"2021-06-09 22:38:35.000000+00:00\", \"2022-01-27 18:06:54.000000+00:00\"], \"session_ids\": [\"7ae53488-c504-4fef-8fc8-09c37ab721c0\", \"733ba86c-fdeb-4f2b-b72f-9c165dbbe96a\", \"a6598726-6d47-452c-aec0-2ebcab3b5284\", \"ec487cac-8419-4de8-bc44-8cd471fd9849\", \"47035382-ec24-4728-8ca5-822ec87e6634\"], \"total_duration\": 222.0, \"total_sessions\": 5, \"mean_week_duration\": 1.405}, \"86903\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-23 10:53:52.000000+00:00\", \"2023-05-04 00:25:52.000000+00:00\"], \"session_ids\": [\"5e25fa78-a628-4246-9f7b-b3cffbef5a9b\", \"5560b680-7289-4a1b-8443-b3269fcf541e\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.346}, \"58060\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-01-24 00:36:35.000000+00:00\", \"2023-05-19 12:41:03.000000+00:00\", \"2019-10-02 17:26:03.000000+00:00\"], \"session_ids\": [\"993f716a-194f-4bf1-800e-e7b87e1031d4\", \"aeb952a3-fd29-4629-bbb6-220707a9116e\", \"0a6cd6d0-5efe-481e-88a1-9c9691c322b2\"], \"total_duration\": 594.0, \"total_sessions\": 3, \"mean_week_duration\": 2.628}, \"41772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-08-03 07:18:52.000000+00:00\", \"2022-05-02 03:56:21.000000+00:00\", \"2019-03-16 13:31:33.000000+00:00\"], \"session_ids\": [\"fff53c73-36c6-48ed-9ff8-3ca3098c2745\", \"7e67c203-52ec-4c64-abb7-01d86969f6cc\", \"ff3b1550-edce-44d1-a8e3-901e3ae955cc\"], \"total_duration\": 896.0, \"total_sessions\": 3, \"mean_week_duration\": 5.463}, \"7500\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-22 17:17:05.000000+00:00\", \"2019-06-11 18:32:51.000000+00:00\"], \"session_ids\": [\"6089e1c3-6b43-4b30-96b3-a5454edf8e8d\", \"3bec1570-4064-4b9a-bc20-9943cd1703a1\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 23.375}, \"45756\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-05-20 00:41:06.000000+00:00\", \"2020-02-10 16:27:07.000000+00:00\", \"2020-01-04 17:18:47.000000+00:00\", \"2021-04-25 19:34:13.000000+00:00\"], \"session_ids\": [\"7d833a5c-5d33-4073-83f0-15fe56326f52\", \"d5a785fb-0ce7-41f8-83f5-4c266f714298\", \"2530c025-5477-4555-a1f1-ed6309d0deec\", \"e54c21f0-e0a7-49d2-8ca1-0c8c7608c0f9\"], \"total_duration\": 51.0, \"total_sessions\": 4, \"mean_week_duration\": 0.29}, \"53085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-31 20:06:46.000000+00:00\", \"2019-12-24 16:05:19.000000+00:00\"], \"session_ids\": [\"bd5a75f7-559a-4638-a805-bbaa95bb72ce\", \"70810cf9-a64c-4cd2-b0d3-ead5caf26c07\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 1.938}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 1646"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1646, 4613]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 4 users whose total duration is greater than 465 and in addition sort by urban title ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52979\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-06-18 12:14:32.000000+00:00\", \"2021-07-28 02:41:48.000000+00:00\"], \"session_ids\": [\"0c5f6618-93c2-4d8c-ba5a-3145878ac527\", \"4ed1590c-ec58-4aa9-924b-e8a8f8fb2aa2\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 1.404}, \"72744\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-21 03:21:53.000000+00:00\", \"2023-05-08 01:08:36.000000+00:00\", \"2019-06-05 19:16:45.000000+00:00\"], \"session_ids\": [\"6425565e-7183-4800-9213-c2e098b6fbcd\", \"dcbd1395-2617-4221-b7af-64415efb99e8\", \"9486c5e0-cdb8-47e3-9aaa-049b230da557\"], \"total_duration\": 654.0, \"total_sessions\": 3, \"mean_week_duration\": 3.19}, \"92757\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-07 22:45:56.000000+00:00\", \"2021-12-26 20:16:03.000000+00:00\", \"2021-06-21 13:49:25.000000+00:00\", \"2023-03-25 08:47:30.000000+00:00\", \"2020-12-09 09:25:10.000000+00:00\", \"2022-02-06 01:04:01.000000+00:00\", \"2022-05-04 13:15:13.000000+00:00\", \"2022-06-01 23:50:36.000000+00:00\"], \"session_ids\": [\"38606f06-fc9d-4860-bb59-9580753e766c\", \"075cfae3-723c-4e5f-aa85-15541cb4bf61\", \"221dc9bc-f628-42c1-8daa-5bddc563161a\", \"071152bf-fd1e-4ab2-bacd-2efe1900fe64\", \"21aa9512-3bf4-4a74-9466-f7a61b3bc79f\", \"de8320c6-f63f-49c6-acd0-52e89295f545\", \"84448215-ab43-4e80-bcac-d9e4dabd3fbf\", \"53556472-202c-48c9-9be6-4b2700123e75\"], \"total_duration\": 597.0, \"total_sessions\": 8, \"mean_week_duration\": 4.975}, \"20289\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-11-05 09:00:04.000000+00:00\", \"2020-04-09 04:44:19.000000+00:00\", \"2020-01-01 19:42:27.000000+00:00\"], \"session_ids\": [\"c4b313e4-175c-4379-886d-d02a1c768b4f\", \"e34ea800-c285-49ee-bda8-567377d5aa61\", \"5457cf68-f0f1-4408-8f3f-6880140b5458\"], \"total_duration\": 877.0, \"total_sessions\": 3, \"mean_week_duration\": 5.886}, \"13768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-20 07:30:59.000000+00:00\", \"2022-01-18 20:26:34.000000+00:00\"], \"session_ids\": [\"e9fd957a-da14-4514-94d9-864ca493d138\", \"c20f69ce-5c33-47eb-81cb-5ed6e3f4f551\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 2.468}, \"17103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-09-03 02:59:56.000000+00:00\", \"2020-10-28 14:31:16.000000+00:00\"], \"session_ids\": [\"9d2e2f14-3679-4045-9da3-d19bd0740e7d\", \"4f245c5a-fe19-45bf-ac46-5df3613e9b4d\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 7.721}, \"1824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-09-14 04:03:13.000000+00:00\", \"2019-04-17 00:52:46.000000+00:00\"], \"session_ids\": [\"c5b999d5-4ddd-4db4-8dfd-fb7a5d8524c3\", \"c33adb28-3190-4551-b483-7967427c1a9a\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 1.149}, \"35354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-24 11:16:00.000000+00:00\", \"2019-03-28 00:35:52.000000+00:00\"], \"session_ids\": [\"560d4db7-8368-4f09-91bc-b842b15dfe7d\", \"7d46227b-1907-4c18-93c2-dc59c7e3f375\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}, \"73525\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-03 04:40:03.000000+00:00\", \"2023-05-10 14:21:17.000000+00:00\"], \"session_ids\": [\"494bea86-c431-4d17-b1b5-fd9abbe7e364\", \"65833437-ae3b-4e95-a992-44abdf507db7\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 0.446}, \"60644\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-08-25 18:01:46.000000+00:00\", \"2023-06-03 01:57:23.000000+00:00\", \"2020-02-14 02:02:50.000000+00:00\"], \"session_ids\": [\"41231147-4f94-4e33-aed9-865582200e56\", \"ff58c9cd-275a-400d-bfce-c612cce7e6a9\", \"57aa1d14-8e14-4e0f-bb60-69eb3377ea8b\"], \"total_duration\": 66.0, \"total_sessions\": 3, \"mean_week_duration\": 0.384}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 465"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[465, 2988]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72744\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-21 03:21:53.000000+00:00\", \"2023-05-08 01:08:36.000000+00:00\", \"2019-06-05 19:16:45.000000+00:00\"], \"session_ids\": [\"6425565e-7183-4800-9213-c2e098b6fbcd\", \"dcbd1395-2617-4221-b7af-64415efb99e8\", \"9486c5e0-cdb8-47e3-9aaa-049b230da557\"], \"total_duration\": 654.0, \"total_sessions\": 3, \"mean_week_duration\": 3.19}, \"92757\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-07 22:45:56.000000+00:00\", \"2021-12-26 20:16:03.000000+00:00\", \"2021-06-21 13:49:25.000000+00:00\", \"2023-03-25 08:47:30.000000+00:00\", \"2020-12-09 09:25:10.000000+00:00\", \"2022-02-06 01:04:01.000000+00:00\", \"2022-05-04 13:15:13.000000+00:00\", \"2022-06-01 23:50:36.000000+00:00\"], \"session_ids\": [\"38606f06-fc9d-4860-bb59-9580753e766c\", \"075cfae3-723c-4e5f-aa85-15541cb4bf61\", \"221dc9bc-f628-42c1-8daa-5bddc563161a\", \"071152bf-fd1e-4ab2-bacd-2efe1900fe64\", \"21aa9512-3bf4-4a74-9466-f7a61b3bc79f\", \"de8320c6-f63f-49c6-acd0-52e89295f545\", \"84448215-ab43-4e80-bcac-d9e4dabd3fbf\", \"53556472-202c-48c9-9be6-4b2700123e75\"], \"total_duration\": 597.0, \"total_sessions\": 8, \"mean_week_duration\": 4.975}, \"20289\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-11-05 09:00:04.000000+00:00\", \"2020-04-09 04:44:19.000000+00:00\", \"2020-01-01 19:42:27.000000+00:00\"], \"session_ids\": [\"c4b313e4-175c-4379-886d-d02a1c768b4f\", \"e34ea800-c285-49ee-bda8-567377d5aa61\", \"5457cf68-f0f1-4408-8f3f-6880140b5458\"], \"total_duration\": 877.0, \"total_sessions\": 3, \"mean_week_duration\": 5.886}, \"17103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-09-03 02:59:56.000000+00:00\", \"2020-10-28 14:31:16.000000+00:00\"], \"session_ids\": [\"9d2e2f14-3679-4045-9da3-d19bd0740e7d\", \"4f245c5a-fe19-45bf-ac46-5df3613e9b4d\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 7.721}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20289\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-11-05 09:00:04.000000+00:00\", \"2020-04-09 04:44:19.000000+00:00\", \"2020-01-01 19:42:27.000000+00:00\"], \"session_ids\": [\"c4b313e4-175c-4379-886d-d02a1c768b4f\", \"e34ea800-c285-49ee-bda8-567377d5aa61\", \"5457cf68-f0f1-4408-8f3f-6880140b5458\"], \"total_duration\": 877.0, \"total_sessions\": 3, \"mean_week_duration\": 5.886}}, {\"17103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-09-03 02:59:56.000000+00:00\", \"2020-10-28 14:31:16.000000+00:00\"], \"session_ids\": [\"9d2e2f14-3679-4045-9da3-d19bd0740e7d\", \"4f245c5a-fe19-45bf-ac46-5df3613e9b4d\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 7.721}}, {\"72744\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-21 03:21:53.000000+00:00\", \"2023-05-08 01:08:36.000000+00:00\", \"2019-06-05 19:16:45.000000+00:00\"], \"session_ids\": [\"6425565e-7183-4800-9213-c2e098b6fbcd\", \"dcbd1395-2617-4221-b7af-64415efb99e8\", \"9486c5e0-cdb8-47e3-9aaa-049b230da557\"], \"total_duration\": 654.0, \"total_sessions\": 3, \"mean_week_duration\": 3.19}}, {\"92757\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-07 22:45:56.000000+00:00\", \"2021-12-26 20:16:03.000000+00:00\", \"2021-06-21 13:49:25.000000+00:00\", \"2023-03-25 08:47:30.000000+00:00\", \"2020-12-09 09:25:10.000000+00:00\", \"2022-02-06 01:04:01.000000+00:00\", \"2022-05-04 13:15:13.000000+00:00\", \"2022-06-01 23:50:36.000000+00:00\"], \"session_ids\": [\"38606f06-fc9d-4860-bb59-9580753e766c\", \"075cfae3-723c-4e5f-aa85-15541cb4bf61\", \"221dc9bc-f628-42c1-8daa-5bddc563161a\", \"071152bf-fd1e-4ab2-bacd-2efe1900fe64\", \"21aa9512-3bf4-4a74-9466-f7a61b3bc79f\", \"de8320c6-f63f-49c6-acd0-52e89295f545\", \"84448215-ab43-4e80-bcac-d9e4dabd3fbf\", \"53556472-202c-48c9-9be6-4b2700123e75\"], \"total_duration\": 597.0, \"total_sessions\": 8, \"mean_week_duration\": 4.975}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20289\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-11-05 09:00:04.000000+00:00\", \"2020-04-09 04:44:19.000000+00:00\", \"2020-01-01 19:42:27.000000+00:00\"], \"session_ids\": [\"c4b313e4-175c-4379-886d-d02a1c768b4f\", \"e34ea800-c285-49ee-bda8-567377d5aa61\", \"5457cf68-f0f1-4408-8f3f-6880140b5458\"], \"total_duration\": 877.0, \"total_sessions\": 3, \"mean_week_duration\": 5.886}}, {\"17103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-09-03 02:59:56.000000+00:00\", \"2020-10-28 14:31:16.000000+00:00\"], \"session_ids\": [\"9d2e2f14-3679-4045-9da3-d19bd0740e7d\", \"4f245c5a-fe19-45bf-ac46-5df3613e9b4d\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 7.721}}, {\"72744\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-21 03:21:53.000000+00:00\", \"2023-05-08 01:08:36.000000+00:00\", \"2019-06-05 19:16:45.000000+00:00\"], \"session_ids\": [\"6425565e-7183-4800-9213-c2e098b6fbcd\", \"dcbd1395-2617-4221-b7af-64415efb99e8\", \"9486c5e0-cdb8-47e3-9aaa-049b230da557\"], \"total_duration\": 654.0, \"total_sessions\": 3, \"mean_week_duration\": 3.19}}, {\"92757\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-07 22:45:56.000000+00:00\", \"2021-12-26 20:16:03.000000+00:00\", \"2021-06-21 13:49:25.000000+00:00\", \"2023-03-25 08:47:30.000000+00:00\", \"2020-12-09 09:25:10.000000+00:00\", \"2022-02-06 01:04:01.000000+00:00\", \"2022-05-04 13:15:13.000000+00:00\", \"2022-06-01 23:50:36.000000+00:00\"], \"session_ids\": [\"38606f06-fc9d-4860-bb59-9580753e766c\", \"075cfae3-723c-4e5f-aa85-15541cb4bf61\", \"221dc9bc-f628-42c1-8daa-5bddc563161a\", \"071152bf-fd1e-4ab2-bacd-2efe1900fe64\", \"21aa9512-3bf4-4a74-9466-f7a61b3bc79f\", \"de8320c6-f63f-49c6-acd0-52e89295f545\", \"84448215-ab43-4e80-bcac-d9e4dabd3fbf\", \"53556472-202c-48c9-9be6-4b2700123e75\"], \"total_duration\": 597.0, \"total_sessions\": 8, \"mean_week_duration\": 4.975}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20289\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-11-05 09:00:04.000000+00:00\", \"2020-04-09 04:44:19.000000+00:00\", \"2020-01-01 19:42:27.000000+00:00\"], \"session_ids\": [\"c4b313e4-175c-4379-886d-d02a1c768b4f\", \"e34ea800-c285-49ee-bda8-567377d5aa61\", \"5457cf68-f0f1-4408-8f3f-6880140b5458\"], \"total_duration\": 877.0, \"total_sessions\": 3, \"mean_week_duration\": 5.886}}, {\"17103\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-09-03 02:59:56.000000+00:00\", \"2020-10-28 14:31:16.000000+00:00\"], \"session_ids\": [\"9d2e2f14-3679-4045-9da3-d19bd0740e7d\", \"4f245c5a-fe19-45bf-ac46-5df3613e9b4d\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 7.721}}, {\"72744\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-06-21 03:21:53.000000+00:00\", \"2023-05-08 01:08:36.000000+00:00\", \"2019-06-05 19:16:45.000000+00:00\"], \"session_ids\": [\"6425565e-7183-4800-9213-c2e098b6fbcd\", \"dcbd1395-2617-4221-b7af-64415efb99e8\", \"9486c5e0-cdb8-47e3-9aaa-049b230da557\"], \"total_duration\": 654.0, \"total_sessions\": 3, \"mean_week_duration\": 3.19}}, {\"92757\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-07 22:45:56.000000+00:00\", \"2021-12-26 20:16:03.000000+00:00\", \"2021-06-21 13:49:25.000000+00:00\", \"2023-03-25 08:47:30.000000+00:00\", \"2020-12-09 09:25:10.000000+00:00\", \"2022-02-06 01:04:01.000000+00:00\", \"2022-05-04 13:15:13.000000+00:00\", \"2022-06-01 23:50:36.000000+00:00\"], \"session_ids\": [\"38606f06-fc9d-4860-bb59-9580753e766c\", \"075cfae3-723c-4e5f-aa85-15541cb4bf61\", \"221dc9bc-f628-42c1-8daa-5bddc563161a\", \"071152bf-fd1e-4ab2-bacd-2efe1900fe64\", \"21aa9512-3bf4-4a74-9466-f7a61b3bc79f\", \"de8320c6-f63f-49c6-acd0-52e89295f545\", \"84448215-ab43-4e80-bcac-d9e4dabd3fbf\", \"53556472-202c-48c9-9be6-4b2700123e75\"], \"total_duration\": 597.0, \"total_sessions\": 8, \"mean_week_duration\": 4.975}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 4 users who have average week duration strictly bigger than 1 additionaly apply sorting by urban title from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75036\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2023-03-11 05:23:49.000000+00:00\", \"2023-05-10 08:13:09.000000+00:00\"], \"session_ids\": [\"d852a638-7159-4077-b334-be33812e359c\", \"3cbcb0be-706b-43de-92be-6271908e23ed\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 29.444}, \"59679\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-01-16 06:32:56.000000+00:00\", \"2022-12-27 17:39:19.000000+00:00\", \"2021-10-20 21:37:28.000000+00:00\", \"2022-06-05 13:50:25.000000+00:00\"], \"session_ids\": [\"5ec13e36-53e8-4b1e-be9d-0604ca6707e2\", \"e85fc237-e6f7-4974-9423-5e61a6f03e62\", \"b1b6cf45-6451-4dfd-8f40-6a71c231503f\", \"df7b5ccc-3b58-4534-a1ff-49b5c5d4d819\"], \"total_duration\": 97.0, \"total_sessions\": 4, \"mean_week_duration\": 0.951}, \"32380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-23 05:41:20.000000+00:00\", \"2019-05-14 07:47:43.000000+00:00\", \"2019-08-04 08:11:37.000000+00:00\"], \"session_ids\": [\"7bb7b337-5221-4a7b-9350-6d5f4ba0ae58\", \"7ea446fe-9ba3-491d-9dd5-b4e807c777b4\", \"0bf8648e-ab9f-4491-b82e-2be82950f1ac\"], \"total_duration\": 397.0, \"total_sessions\": 3, \"mean_week_duration\": 33.083}, \"53237\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-01-05 23:07:35.000000+00:00\", \"2022-04-23 07:28:49.000000+00:00\"], \"session_ids\": [\"d06fc432-f06e-4c81-9449-54527cc92ac8\", \"43796528-78ee-4bdb-b666-a6345d761831\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 29.75}, \"82431\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-20 10:07:39.000000+00:00\", \"2020-09-12 21:29:22.000000+00:00\"], \"session_ids\": [\"1604e214-7493-4dc5-a355-c6c5c91d2c41\", \"86ba3bb1-208e-4580-90a5-34525611271d\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 4.344}, \"5877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-11 04:45:55.000000+00:00\", \"2020-01-02 02:25:34.000000+00:00\", \"2019-10-25 05:16:49.000000+00:00\", \"2019-11-15 01:35:58.000000+00:00\", \"2023-02-18 18:55:23.000000+00:00\"], \"session_ids\": [\"64ec6719-dba3-412f-be28-8f07e7545530\", \"f81655a5-62c6-40a5-957d-e47a4d1b3ab0\", \"0e8d7497-d6e7-46b5-ae54-2d64bdfd9a9e\", \"f89ccc76-eb05-44d7-b991-4ada5adfa1f2\", \"c7f5ee23-fed7-4862-8210-4e42dd848e38\"], \"total_duration\": 2145.0, \"total_sessions\": 5, \"mean_week_duration\": 12.328}, \"35826\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-10-15 18:08:21.000000+00:00\", \"2022-08-04 19:36:02.000000+00:00\", \"2022-12-08 15:24:32.000000+00:00\", \"2019-08-29 16:20:14.000000+00:00\", \"2019-04-03 05:28:19.000000+00:00\", \"2020-03-20 22:18:26.000000+00:00\", \"2022-06-22 19:16:52.000000+00:00\"], \"session_ids\": [\"dec70df2-e644-465d-9414-11037c8683fc\", \"33a0aa16-1ce5-4198-9104-876537acd43f\", \"39b930c1-cc2e-4af5-bb1e-96a88f431169\", \"098170ba-a2b6-445e-a25d-d940135430bb\", \"99e09b1e-ecde-43d9-8810-0fda585c7b30\", \"25223af1-6be6-4aa2-ac70-ae2014f03dbe\", \"a385840f-ab00-43c5-85c9-3be67a06db86\"], \"total_duration\": 638.0, \"total_sessions\": 7, \"mean_week_duration\": 3.306}, \"3079\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2021-05-23 13:03:13.000000+00:00\", \"2021-04-20 10:16:13.000000+00:00\"], \"session_ids\": [\"49da6686-decc-480a-a2b2-b25e3cfbd94f\", \"b922531a-9e5e-4a6e-985a-e47a65ba3813\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 81.4}, \"52358\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-02 20:10:15.000000+00:00\", \"2022-09-21 10:07:56.000000+00:00\", \"2020-01-28 22:49:53.000000+00:00\", \"2021-12-21 21:21:43.000000+00:00\", \"2022-05-04 02:34:41.000000+00:00\", \"2019-03-16 20:14:32.000000+00:00\", \"2023-01-31 11:57:36.000000+00:00\", \"2022-03-05 15:34:30.000000+00:00\", \"2022-06-25 01:24:09.000000+00:00\", \"2020-03-17 01:37:52.000000+00:00\", \"2020-05-13 07:13:53.000000+00:00\"], \"session_ids\": [\"e99a363f-80c9-48f4-a948-9a8ba2b54c6d\", \"c539c408-b5e4-48d6-967d-31479dee358e\", \"1c0c3dea-bd8b-467a-85ce-92ebffbea2b3\", \"8e6fc9b2-e605-458c-a396-edbda8abf912\", \"d5d83085-7814-49e5-bce8-010e2b144934\", \"3bb40e08-34d7-426a-a973-3b93b3859eab\", \"e675d790-90ee-44f6-a4c9-f6d30b797c59\", \"ef51ec59-3b57-40a9-be06-eb2e2def7bee\", \"62d65adb-f6f8-4968-af4c-46c84beb5c11\", \"70d9b602-2dc0-4ad6-bc8c-114bbcf70392\", \"65dc4cf9-22a1-484d-ae8c-c37e74554030\"], \"total_duration\": 15052.0, \"total_sessions\": 11, \"mean_week_duration\": 74.148}, \"71729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-01 03:55:03.000000+00:00\", \"2020-01-11 14:17:13.000000+00:00\", \"2020-09-25 21:06:24.000000+00:00\"], \"session_ids\": [\"d7fb1729-f19d-4fd2-84bf-5afc5fe46ba3\", \"02d7f141-062c-4db7-be6b-5cf9c0e76b71\", \"f26551bc-8012-42a5-a15a-a2f0a950c6e4\"], \"total_duration\": 578.0, \"total_sessions\": 3, \"mean_week_duration\": 11.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 1"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[1, 37]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75036\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2023-03-11 05:23:49.000000+00:00\", \"2023-05-10 08:13:09.000000+00:00\"], \"session_ids\": [\"d852a638-7159-4077-b334-be33812e359c\", \"3cbcb0be-706b-43de-92be-6271908e23ed\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 29.444}, \"32380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-23 05:41:20.000000+00:00\", \"2019-05-14 07:47:43.000000+00:00\", \"2019-08-04 08:11:37.000000+00:00\"], \"session_ids\": [\"7bb7b337-5221-4a7b-9350-6d5f4ba0ae58\", \"7ea446fe-9ba3-491d-9dd5-b4e807c777b4\", \"0bf8648e-ab9f-4491-b82e-2be82950f1ac\"], \"total_duration\": 397.0, \"total_sessions\": 3, \"mean_week_duration\": 33.083}, \"53237\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-01-05 23:07:35.000000+00:00\", \"2022-04-23 07:28:49.000000+00:00\"], \"session_ids\": [\"d06fc432-f06e-4c81-9449-54527cc92ac8\", \"43796528-78ee-4bdb-b666-a6345d761831\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 29.75}, \"82431\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-20 10:07:39.000000+00:00\", \"2020-09-12 21:29:22.000000+00:00\"], \"session_ids\": [\"1604e214-7493-4dc5-a355-c6c5c91d2c41\", \"86ba3bb1-208e-4580-90a5-34525611271d\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 4.344}, \"5877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-11 04:45:55.000000+00:00\", \"2020-01-02 02:25:34.000000+00:00\", \"2019-10-25 05:16:49.000000+00:00\", \"2019-11-15 01:35:58.000000+00:00\", \"2023-02-18 18:55:23.000000+00:00\"], \"session_ids\": [\"64ec6719-dba3-412f-be28-8f07e7545530\", \"f81655a5-62c6-40a5-957d-e47a4d1b3ab0\", \"0e8d7497-d6e7-46b5-ae54-2d64bdfd9a9e\", \"f89ccc76-eb05-44d7-b991-4ada5adfa1f2\", \"c7f5ee23-fed7-4862-8210-4e42dd848e38\"], \"total_duration\": 2145.0, \"total_sessions\": 5, \"mean_week_duration\": 12.328}, \"35826\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-10-15 18:08:21.000000+00:00\", \"2022-08-04 19:36:02.000000+00:00\", \"2022-12-08 15:24:32.000000+00:00\", \"2019-08-29 16:20:14.000000+00:00\", \"2019-04-03 05:28:19.000000+00:00\", \"2020-03-20 22:18:26.000000+00:00\", \"2022-06-22 19:16:52.000000+00:00\"], \"session_ids\": [\"dec70df2-e644-465d-9414-11037c8683fc\", \"33a0aa16-1ce5-4198-9104-876537acd43f\", \"39b930c1-cc2e-4af5-bb1e-96a88f431169\", \"098170ba-a2b6-445e-a25d-d940135430bb\", \"99e09b1e-ecde-43d9-8810-0fda585c7b30\", \"25223af1-6be6-4aa2-ac70-ae2014f03dbe\", \"a385840f-ab00-43c5-85c9-3be67a06db86\"], \"total_duration\": 638.0, \"total_sessions\": 7, \"mean_week_duration\": 3.306}, \"3079\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2021-05-23 13:03:13.000000+00:00\", \"2021-04-20 10:16:13.000000+00:00\"], \"session_ids\": [\"49da6686-decc-480a-a2b2-b25e3cfbd94f\", \"b922531a-9e5e-4a6e-985a-e47a65ba3813\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 81.4}, \"52358\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-02 20:10:15.000000+00:00\", \"2022-09-21 10:07:56.000000+00:00\", \"2020-01-28 22:49:53.000000+00:00\", \"2021-12-21 21:21:43.000000+00:00\", \"2022-05-04 02:34:41.000000+00:00\", \"2019-03-16 20:14:32.000000+00:00\", \"2023-01-31 11:57:36.000000+00:00\", \"2022-03-05 15:34:30.000000+00:00\", \"2022-06-25 01:24:09.000000+00:00\", \"2020-03-17 01:37:52.000000+00:00\", \"2020-05-13 07:13:53.000000+00:00\"], \"session_ids\": [\"e99a363f-80c9-48f4-a948-9a8ba2b54c6d\", \"c539c408-b5e4-48d6-967d-31479dee358e\", \"1c0c3dea-bd8b-467a-85ce-92ebffbea2b3\", \"8e6fc9b2-e605-458c-a396-edbda8abf912\", \"d5d83085-7814-49e5-bce8-010e2b144934\", \"3bb40e08-34d7-426a-a973-3b93b3859eab\", \"e675d790-90ee-44f6-a4c9-f6d30b797c59\", \"ef51ec59-3b57-40a9-be06-eb2e2def7bee\", \"62d65adb-f6f8-4968-af4c-46c84beb5c11\", \"70d9b602-2dc0-4ad6-bc8c-114bbcf70392\", \"65dc4cf9-22a1-484d-ae8c-c37e74554030\"], \"total_duration\": 15052.0, \"total_sessions\": 11, \"mean_week_duration\": 74.148}, \"71729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-01 03:55:03.000000+00:00\", \"2020-01-11 14:17:13.000000+00:00\", \"2020-09-25 21:06:24.000000+00:00\"], \"session_ids\": [\"d7fb1729-f19d-4fd2-84bf-5afc5fe46ba3\", \"02d7f141-062c-4db7-be6b-5cf9c0e76b71\", \"f26551bc-8012-42a5-a15a-a2f0a950c6e4\"], \"total_duration\": 578.0, \"total_sessions\": 3, \"mean_week_duration\": 11.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"75036\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2023-03-11 05:23:49.000000+00:00\", \"2023-05-10 08:13:09.000000+00:00\"], \"session_ids\": [\"d852a638-7159-4077-b334-be33812e359c\", \"3cbcb0be-706b-43de-92be-6271908e23ed\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 29.444}}, {\"53237\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-01-05 23:07:35.000000+00:00\", \"2022-04-23 07:28:49.000000+00:00\"], \"session_ids\": [\"d06fc432-f06e-4c81-9449-54527cc92ac8\", \"43796528-78ee-4bdb-b666-a6345d761831\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 29.75}}, {\"82431\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-20 10:07:39.000000+00:00\", \"2020-09-12 21:29:22.000000+00:00\"], \"session_ids\": [\"1604e214-7493-4dc5-a355-c6c5c91d2c41\", \"86ba3bb1-208e-4580-90a5-34525611271d\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 4.344}}, {\"5877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-11 04:45:55.000000+00:00\", \"2020-01-02 02:25:34.000000+00:00\", \"2019-10-25 05:16:49.000000+00:00\", \"2019-11-15 01:35:58.000000+00:00\", \"2023-02-18 18:55:23.000000+00:00\"], \"session_ids\": [\"64ec6719-dba3-412f-be28-8f07e7545530\", \"f81655a5-62c6-40a5-957d-e47a4d1b3ab0\", \"0e8d7497-d6e7-46b5-ae54-2d64bdfd9a9e\", \"f89ccc76-eb05-44d7-b991-4ada5adfa1f2\", \"c7f5ee23-fed7-4862-8210-4e42dd848e38\"], \"total_duration\": 2145.0, \"total_sessions\": 5, \"mean_week_duration\": 12.328}}, {\"32380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-23 05:41:20.000000+00:00\", \"2019-05-14 07:47:43.000000+00:00\", \"2019-08-04 08:11:37.000000+00:00\"], \"session_ids\": [\"7bb7b337-5221-4a7b-9350-6d5f4ba0ae58\", \"7ea446fe-9ba3-491d-9dd5-b4e807c777b4\", \"0bf8648e-ab9f-4491-b82e-2be82950f1ac\"], \"total_duration\": 397.0, \"total_sessions\": 3, \"mean_week_duration\": 33.083}}, {\"3079\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2021-05-23 13:03:13.000000+00:00\", \"2021-04-20 10:16:13.000000+00:00\"], \"session_ids\": [\"49da6686-decc-480a-a2b2-b25e3cfbd94f\", \"b922531a-9e5e-4a6e-985a-e47a65ba3813\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 81.4}}, {\"71729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-01 03:55:03.000000+00:00\", \"2020-01-11 14:17:13.000000+00:00\", \"2020-09-25 21:06:24.000000+00:00\"], \"session_ids\": [\"d7fb1729-f19d-4fd2-84bf-5afc5fe46ba3\", \"02d7f141-062c-4db7-be6b-5cf9c0e76b71\", \"f26551bc-8012-42a5-a15a-a2f0a950c6e4\"], \"total_duration\": 578.0, \"total_sessions\": 3, \"mean_week_duration\": 11.333}}, {\"52358\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-02 20:10:15.000000+00:00\", \"2022-09-21 10:07:56.000000+00:00\", \"2020-01-28 22:49:53.000000+00:00\", \"2021-12-21 21:21:43.000000+00:00\", \"2022-05-04 02:34:41.000000+00:00\", \"2019-03-16 20:14:32.000000+00:00\", \"2023-01-31 11:57:36.000000+00:00\", \"2022-03-05 15:34:30.000000+00:00\", \"2022-06-25 01:24:09.000000+00:00\", \"2020-03-17 01:37:52.000000+00:00\", \"2020-05-13 07:13:53.000000+00:00\"], \"session_ids\": [\"e99a363f-80c9-48f4-a948-9a8ba2b54c6d\", \"c539c408-b5e4-48d6-967d-31479dee358e\", \"1c0c3dea-bd8b-467a-85ce-92ebffbea2b3\", \"8e6fc9b2-e605-458c-a396-edbda8abf912\", \"d5d83085-7814-49e5-bce8-010e2b144934\", \"3bb40e08-34d7-426a-a973-3b93b3859eab\", \"e675d790-90ee-44f6-a4c9-f6d30b797c59\", \"ef51ec59-3b57-40a9-be06-eb2e2def7bee\", \"62d65adb-f6f8-4968-af4c-46c84beb5c11\", \"70d9b602-2dc0-4ad6-bc8c-114bbcf70392\", \"65dc4cf9-22a1-484d-ae8c-c37e74554030\"], \"total_duration\": 15052.0, \"total_sessions\": 11, \"mean_week_duration\": 74.148}}, {\"35826\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-10-15 18:08:21.000000+00:00\", \"2022-08-04 19:36:02.000000+00:00\", \"2022-12-08 15:24:32.000000+00:00\", \"2019-08-29 16:20:14.000000+00:00\", \"2019-04-03 05:28:19.000000+00:00\", \"2020-03-20 22:18:26.000000+00:00\", \"2022-06-22 19:16:52.000000+00:00\"], \"session_ids\": [\"dec70df2-e644-465d-9414-11037c8683fc\", \"33a0aa16-1ce5-4198-9104-876537acd43f\", \"39b930c1-cc2e-4af5-bb1e-96a88f431169\", \"098170ba-a2b6-445e-a25d-d940135430bb\", \"99e09b1e-ecde-43d9-8810-0fda585c7b30\", \"25223af1-6be6-4aa2-ac70-ae2014f03dbe\", \"a385840f-ab00-43c5-85c9-3be67a06db86\"], \"total_duration\": 638.0, \"total_sessions\": 7, \"mean_week_duration\": 3.306}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"75036\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2023-03-11 05:23:49.000000+00:00\", \"2023-05-10 08:13:09.000000+00:00\"], \"session_ids\": [\"d852a638-7159-4077-b334-be33812e359c\", \"3cbcb0be-706b-43de-92be-6271908e23ed\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 29.444}}, {\"53237\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-01-05 23:07:35.000000+00:00\", \"2022-04-23 07:28:49.000000+00:00\"], \"session_ids\": [\"d06fc432-f06e-4c81-9449-54527cc92ac8\", \"43796528-78ee-4bdb-b666-a6345d761831\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 29.75}}, {\"82431\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-20 10:07:39.000000+00:00\", \"2020-09-12 21:29:22.000000+00:00\"], \"session_ids\": [\"1604e214-7493-4dc5-a355-c6c5c91d2c41\", \"86ba3bb1-208e-4580-90a5-34525611271d\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 4.344}}, {\"5877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-11 04:45:55.000000+00:00\", \"2020-01-02 02:25:34.000000+00:00\", \"2019-10-25 05:16:49.000000+00:00\", \"2019-11-15 01:35:58.000000+00:00\", \"2023-02-18 18:55:23.000000+00:00\"], \"session_ids\": [\"64ec6719-dba3-412f-be28-8f07e7545530\", \"f81655a5-62c6-40a5-957d-e47a4d1b3ab0\", \"0e8d7497-d6e7-46b5-ae54-2d64bdfd9a9e\", \"f89ccc76-eb05-44d7-b991-4ada5adfa1f2\", \"c7f5ee23-fed7-4862-8210-4e42dd848e38\"], \"total_duration\": 2145.0, \"total_sessions\": 5, \"mean_week_duration\": 12.328}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"75036\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2023-03-11 05:23:49.000000+00:00\", \"2023-05-10 08:13:09.000000+00:00\"], \"session_ids\": [\"d852a638-7159-4077-b334-be33812e359c\", \"3cbcb0be-706b-43de-92be-6271908e23ed\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 29.444}}, {\"53237\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-01-05 23:07:35.000000+00:00\", \"2022-04-23 07:28:49.000000+00:00\"], \"session_ids\": [\"d06fc432-f06e-4c81-9449-54527cc92ac8\", \"43796528-78ee-4bdb-b666-a6345d761831\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 29.75}}, {\"82431\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-20 10:07:39.000000+00:00\", \"2020-09-12 21:29:22.000000+00:00\"], \"session_ids\": [\"1604e214-7493-4dc5-a355-c6c5c91d2c41\", \"86ba3bb1-208e-4580-90a5-34525611271d\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 4.344}}, {\"5877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-11 04:45:55.000000+00:00\", \"2020-01-02 02:25:34.000000+00:00\", \"2019-10-25 05:16:49.000000+00:00\", \"2019-11-15 01:35:58.000000+00:00\", \"2023-02-18 18:55:23.000000+00:00\"], \"session_ids\": [\"64ec6719-dba3-412f-be28-8f07e7545530\", \"f81655a5-62c6-40a5-957d-e47a4d1b3ab0\", \"0e8d7497-d6e7-46b5-ae54-2d64bdfd9a9e\", \"f89ccc76-eb05-44d7-b991-4ada5adfa1f2\", \"c7f5ee23-fed7-4862-8210-4e42dd848e38\"], \"total_duration\": 2145.0, \"total_sessions\": 5, \"mean_week_duration\": 12.328}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about user who isn't folk of the city Buenos Aires , and implement sorting by sum of duration in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5207\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-01-07 18:12:03.000000+00:00\", \"2021-02-23 12:01:21.000000+00:00\"], \"session_ids\": [\"fddb9c80-1ee3-42b6-b3e8-595cb5f97c22\", \"1474c013-330f-426c-b91c-49f3e4b8eea8\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 67.857}, \"12661\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 10:49:46.000000+00:00\", \"2022-04-21 12:38:51.000000+00:00\", \"2021-02-22 15:17:36.000000+00:00\", \"2019-07-31 11:41:31.000000+00:00\"], \"session_ids\": [\"32dc22ff-cb6f-4a56-9ed1-304b6e9441f0\", \"afeef9e1-4901-44c8-bf82-a0c7c5969406\", \"3b22d67b-94d0-42f6-976d-6fcc3c894ddf\", \"d9a1a5db-995c-43ab-b0a9-17a942cd8a3a\"], \"total_duration\": 1254.0, \"total_sessions\": 4, \"mean_week_duration\": 7.887}, \"18741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-02-05 10:53:28.000000+00:00\", \"2020-11-04 02:35:58.000000+00:00\", \"2022-05-11 23:40:55.000000+00:00\", \"2019-01-20 07:00:53.000000+00:00\", \"2020-01-28 08:41:41.000000+00:00\", \"2022-07-02 19:10:03.000000+00:00\", \"2021-06-13 08:46:16.000000+00:00\", \"2019-12-07 09:51:44.000000+00:00\", \"2020-09-01 15:45:40.000000+00:00\", \"2021-11-06 01:16:46.000000+00:00\", \"2022-06-13 04:06:09.000000+00:00\"], \"session_ids\": [\"1d0a1136-e097-4c55-b73f-e5cb717be85d\", \"59ca787f-b92d-4ba6-9d82-9741b923daed\", \"982ae9f4-2d83-4503-ba03-85b7a9a469fb\", \"3a04f419-3e6c-463f-bfd0-6bb9fbf92289\", \"acbff072-3ead-4e49-a29b-75d8482a36cd\", \"ca281774-099c-4772-8b1a-9696b5e8e1c0\", \"973d1c5f-a7f3-47fe-8d34-f376858d4ef4\", \"751f5512-f064-4ef0-aa61-f2d31eb38946\", \"dccf55e4-6bd7-4fe6-8e2b-3f8d2ce3b192\", \"cea9fbb8-939c-4280-bc1f-06c8c2e67354\", \"8c43d8de-38f2-4e27-a26e-89cbc77bd76f\"], \"total_duration\": 36453.0, \"total_sessions\": 11, \"mean_week_duration\": 202.517}, \"46095\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-02-15 13:42:37.000000+00:00\", \"2020-12-12 22:14:53.000000+00:00\", \"2022-08-08 23:47:39.000000+00:00\"], \"session_ids\": [\"c2bb5acc-0d3c-40be-9ffc-e239b4775eab\", \"98f53f83-c49e-4258-9dde-af80b44e9965\", \"5930d9be-7843-4ea3-bec3-29efc632663d\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 2.667}, \"45160\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-04 17:02:54.000000+00:00\", \"2022-11-11 04:11:44.000000+00:00\"], \"session_ids\": [\"cf89770f-639f-4c59-8d76-a655aeea61a7\", \"fd7df07b-3eea-4022-8235-2733cb71a578\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.086}, \"30447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-09-01 00:08:07.000000+00:00\", \"2020-10-12 18:08:35.000000+00:00\"], \"session_ids\": [\"23f4edcc-0b37-4344-b5a2-6ff4aa0c0403\", \"e06d7596-ab15-417b-988d-c737414ced38\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.936}, \"20414\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-05 06:48:01.000000+00:00\", \"2021-09-07 05:48:19.000000+00:00\", \"2023-05-27 02:40:00.000000+00:00\"], \"session_ids\": [\"905a6a00-6b43-4353-9f3b-6c938f0e691b\", \"5d8d22b3-7224-4cce-ac4f-c930affab488\", \"cbeaaec6-9da1-4582-8c75-7dc204edd3d2\"], \"total_duration\": 77.0, \"total_sessions\": 3, \"mean_week_duration\": 0.856}, \"3441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-04-28 21:15:39.000000+00:00\", \"2023-04-27 13:11:58.000000+00:00\"], \"session_ids\": [\"5f7faeb0-9c13-4ed0-a818-103b4d5d9cf3\", \"14bcbc6c-5356-4d23-bc6e-207c991f483f\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.385}, \"93628\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-30 05:36:10.000000+00:00\", \"2022-06-01 10:34:46.000000+00:00\", \"2021-12-12 08:08:25.000000+00:00\", \"2019-01-27 03:20:48.000000+00:00\", \"2021-11-22 02:04:51.000000+00:00\", \"2021-04-07 03:39:40.000000+00:00\", \"2019-09-18 10:10:19.000000+00:00\", \"2022-11-11 03:34:00.000000+00:00\", \"2021-02-20 11:16:10.000000+00:00\"], \"session_ids\": [\"1113ced7-bf8b-4f05-a0c1-328e891c6bb6\", \"cd0b8603-4625-422f-b90e-ba1ffb6a111c\", \"253467c3-6cea-490e-ad49-0eae2d285e44\", \"ec3ddf3e-065c-453e-a46a-8dac5aad46c4\", \"48bbced5-5f91-4cb5-881a-f71c76c677ca\", \"189334d3-579b-498a-adbe-60536439938b\", \"219a4ca0-83e9-43e3-8a5e-faf558442168\", \"7cff56cc-ee48-4266-bc61-1ed3a50e1d96\", \"d53e66b0-90a4-4fb4-89a8-e61ac9b68225\"], \"total_duration\": 15378.0, \"total_sessions\": 9, \"mean_week_duration\": 77.667}, \"35541\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-18 03:59:08.000000+00:00\", \"2023-02-09 18:45:36.000000+00:00\", \"2022-11-16 02:29:50.000000+00:00\", \"2023-03-22 23:18:02.000000+00:00\", \"2022-11-05 23:16:00.000000+00:00\", \"2019-07-23 06:02:18.000000+00:00\"], \"session_ids\": [\"3392582b-c08c-482b-9cb1-21078f31ac64\", \"dd87cb25-ee6c-4e10-9398-f762b6b63cd7\", \"1dd6f236-9391-407f-80a1-320554bfa0e6\", \"7a7d27ab-6f18-4a6d-a562-6b312e8504c4\", \"3070ea45-7b78-4ce9-be67-100e9c582c63\", \"2aee78c3-3984-473a-900f-12bad1fe9c27\"], \"total_duration\": 135.0, \"total_sessions\": 6, \"mean_week_duration\": 0.703}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Buenos Aires"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Buenos Aires\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5207\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-01-07 18:12:03.000000+00:00\", \"2021-02-23 12:01:21.000000+00:00\"], \"session_ids\": [\"fddb9c80-1ee3-42b6-b3e8-595cb5f97c22\", \"1474c013-330f-426c-b91c-49f3e4b8eea8\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 67.857}, \"12661\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 10:49:46.000000+00:00\", \"2022-04-21 12:38:51.000000+00:00\", \"2021-02-22 15:17:36.000000+00:00\", \"2019-07-31 11:41:31.000000+00:00\"], \"session_ids\": [\"32dc22ff-cb6f-4a56-9ed1-304b6e9441f0\", \"afeef9e1-4901-44c8-bf82-a0c7c5969406\", \"3b22d67b-94d0-42f6-976d-6fcc3c894ddf\", \"d9a1a5db-995c-43ab-b0a9-17a942cd8a3a\"], \"total_duration\": 1254.0, \"total_sessions\": 4, \"mean_week_duration\": 7.887}, \"18741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-02-05 10:53:28.000000+00:00\", \"2020-11-04 02:35:58.000000+00:00\", \"2022-05-11 23:40:55.000000+00:00\", \"2019-01-20 07:00:53.000000+00:00\", \"2020-01-28 08:41:41.000000+00:00\", \"2022-07-02 19:10:03.000000+00:00\", \"2021-06-13 08:46:16.000000+00:00\", \"2019-12-07 09:51:44.000000+00:00\", \"2020-09-01 15:45:40.000000+00:00\", \"2021-11-06 01:16:46.000000+00:00\", \"2022-06-13 04:06:09.000000+00:00\"], \"session_ids\": [\"1d0a1136-e097-4c55-b73f-e5cb717be85d\", \"59ca787f-b92d-4ba6-9d82-9741b923daed\", \"982ae9f4-2d83-4503-ba03-85b7a9a469fb\", \"3a04f419-3e6c-463f-bfd0-6bb9fbf92289\", \"acbff072-3ead-4e49-a29b-75d8482a36cd\", \"ca281774-099c-4772-8b1a-9696b5e8e1c0\", \"973d1c5f-a7f3-47fe-8d34-f376858d4ef4\", \"751f5512-f064-4ef0-aa61-f2d31eb38946\", \"dccf55e4-6bd7-4fe6-8e2b-3f8d2ce3b192\", \"cea9fbb8-939c-4280-bc1f-06c8c2e67354\", \"8c43d8de-38f2-4e27-a26e-89cbc77bd76f\"], \"total_duration\": 36453.0, \"total_sessions\": 11, \"mean_week_duration\": 202.517}, \"46095\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-02-15 13:42:37.000000+00:00\", \"2020-12-12 22:14:53.000000+00:00\", \"2022-08-08 23:47:39.000000+00:00\"], \"session_ids\": [\"c2bb5acc-0d3c-40be-9ffc-e239b4775eab\", \"98f53f83-c49e-4258-9dde-af80b44e9965\", \"5930d9be-7843-4ea3-bec3-29efc632663d\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 2.667}, \"45160\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-04 17:02:54.000000+00:00\", \"2022-11-11 04:11:44.000000+00:00\"], \"session_ids\": [\"cf89770f-639f-4c59-8d76-a655aeea61a7\", \"fd7df07b-3eea-4022-8235-2733cb71a578\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.086}, \"30447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-09-01 00:08:07.000000+00:00\", \"2020-10-12 18:08:35.000000+00:00\"], \"session_ids\": [\"23f4edcc-0b37-4344-b5a2-6ff4aa0c0403\", \"e06d7596-ab15-417b-988d-c737414ced38\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.936}, \"20414\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-05 06:48:01.000000+00:00\", \"2021-09-07 05:48:19.000000+00:00\", \"2023-05-27 02:40:00.000000+00:00\"], \"session_ids\": [\"905a6a00-6b43-4353-9f3b-6c938f0e691b\", \"5d8d22b3-7224-4cce-ac4f-c930affab488\", \"cbeaaec6-9da1-4582-8c75-7dc204edd3d2\"], \"total_duration\": 77.0, \"total_sessions\": 3, \"mean_week_duration\": 0.856}, \"3441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-04-28 21:15:39.000000+00:00\", \"2023-04-27 13:11:58.000000+00:00\"], \"session_ids\": [\"5f7faeb0-9c13-4ed0-a818-103b4d5d9cf3\", \"14bcbc6c-5356-4d23-bc6e-207c991f483f\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.385}, \"93628\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-30 05:36:10.000000+00:00\", \"2022-06-01 10:34:46.000000+00:00\", \"2021-12-12 08:08:25.000000+00:00\", \"2019-01-27 03:20:48.000000+00:00\", \"2021-11-22 02:04:51.000000+00:00\", \"2021-04-07 03:39:40.000000+00:00\", \"2019-09-18 10:10:19.000000+00:00\", \"2022-11-11 03:34:00.000000+00:00\", \"2021-02-20 11:16:10.000000+00:00\"], \"session_ids\": [\"1113ced7-bf8b-4f05-a0c1-328e891c6bb6\", \"cd0b8603-4625-422f-b90e-ba1ffb6a111c\", \"253467c3-6cea-490e-ad49-0eae2d285e44\", \"ec3ddf3e-065c-453e-a46a-8dac5aad46c4\", \"48bbced5-5f91-4cb5-881a-f71c76c677ca\", \"189334d3-579b-498a-adbe-60536439938b\", \"219a4ca0-83e9-43e3-8a5e-faf558442168\", \"7cff56cc-ee48-4266-bc61-1ed3a50e1d96\", \"d53e66b0-90a4-4fb4-89a8-e61ac9b68225\"], \"total_duration\": 15378.0, \"total_sessions\": 9, \"mean_week_duration\": 77.667}, \"35541\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-18 03:59:08.000000+00:00\", \"2023-02-09 18:45:36.000000+00:00\", \"2022-11-16 02:29:50.000000+00:00\", \"2023-03-22 23:18:02.000000+00:00\", \"2022-11-05 23:16:00.000000+00:00\", \"2019-07-23 06:02:18.000000+00:00\"], \"session_ids\": [\"3392582b-c08c-482b-9cb1-21078f31ac64\", \"dd87cb25-ee6c-4e10-9398-f762b6b63cd7\", \"1dd6f236-9391-407f-80a1-320554bfa0e6\", \"7a7d27ab-6f18-4a6d-a562-6b312e8504c4\", \"3070ea45-7b78-4ce9-be67-100e9c582c63\", \"2aee78c3-3984-473a-900f-12bad1fe9c27\"], \"total_duration\": 135.0, \"total_sessions\": 6, \"mean_week_duration\": 0.703}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-09-01 00:08:07.000000+00:00\", \"2020-10-12 18:08:35.000000+00:00\"], \"session_ids\": [\"23f4edcc-0b37-4344-b5a2-6ff4aa0c0403\", \"e06d7596-ab15-417b-988d-c737414ced38\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.936}}, {\"3441\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-04-28 21:15:39.000000+00:00\", \"2023-04-27 13:11:58.000000+00:00\"], \"session_ids\": [\"5f7faeb0-9c13-4ed0-a818-103b4d5d9cf3\", \"14bcbc6c-5356-4d23-bc6e-207c991f483f\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.385}}, {\"20414\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-05 06:48:01.000000+00:00\", \"2021-09-07 05:48:19.000000+00:00\", \"2023-05-27 02:40:00.000000+00:00\"], \"session_ids\": [\"905a6a00-6b43-4353-9f3b-6c938f0e691b\", \"5d8d22b3-7224-4cce-ac4f-c930affab488\", \"cbeaaec6-9da1-4582-8c75-7dc204edd3d2\"], \"total_duration\": 77.0, \"total_sessions\": 3, \"mean_week_duration\": 0.856}}, {\"35541\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-18 03:59:08.000000+00:00\", \"2023-02-09 18:45:36.000000+00:00\", \"2022-11-16 02:29:50.000000+00:00\", \"2023-03-22 23:18:02.000000+00:00\", \"2022-11-05 23:16:00.000000+00:00\", \"2019-07-23 06:02:18.000000+00:00\"], \"session_ids\": [\"3392582b-c08c-482b-9cb1-21078f31ac64\", \"dd87cb25-ee6c-4e10-9398-f762b6b63cd7\", \"1dd6f236-9391-407f-80a1-320554bfa0e6\", \"7a7d27ab-6f18-4a6d-a562-6b312e8504c4\", \"3070ea45-7b78-4ce9-be67-100e9c582c63\", \"2aee78c3-3984-473a-900f-12bad1fe9c27\"], \"total_duration\": 135.0, \"total_sessions\": 6, \"mean_week_duration\": 0.703}}, {\"46095\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-02-15 13:42:37.000000+00:00\", \"2020-12-12 22:14:53.000000+00:00\", \"2022-08-08 23:47:39.000000+00:00\"], \"session_ids\": [\"c2bb5acc-0d3c-40be-9ffc-e239b4775eab\", \"98f53f83-c49e-4258-9dde-af80b44e9965\", \"5930d9be-7843-4ea3-bec3-29efc632663d\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 2.667}}, {\"45160\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-04 17:02:54.000000+00:00\", \"2022-11-11 04:11:44.000000+00:00\"], \"session_ids\": [\"cf89770f-639f-4c59-8d76-a655aeea61a7\", \"fd7df07b-3eea-4022-8235-2733cb71a578\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.086}}, {\"5207\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-01-07 18:12:03.000000+00:00\", \"2021-02-23 12:01:21.000000+00:00\"], \"session_ids\": [\"fddb9c80-1ee3-42b6-b3e8-595cb5f97c22\", \"1474c013-330f-426c-b91c-49f3e4b8eea8\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 67.857}}, {\"12661\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 10:49:46.000000+00:00\", \"2022-04-21 12:38:51.000000+00:00\", \"2021-02-22 15:17:36.000000+00:00\", \"2019-07-31 11:41:31.000000+00:00\"], \"session_ids\": [\"32dc22ff-cb6f-4a56-9ed1-304b6e9441f0\", \"afeef9e1-4901-44c8-bf82-a0c7c5969406\", \"3b22d67b-94d0-42f6-976d-6fcc3c894ddf\", \"d9a1a5db-995c-43ab-b0a9-17a942cd8a3a\"], \"total_duration\": 1254.0, \"total_sessions\": 4, \"mean_week_duration\": 7.887}}, {\"93628\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-30 05:36:10.000000+00:00\", \"2022-06-01 10:34:46.000000+00:00\", \"2021-12-12 08:08:25.000000+00:00\", \"2019-01-27 03:20:48.000000+00:00\", \"2021-11-22 02:04:51.000000+00:00\", \"2021-04-07 03:39:40.000000+00:00\", \"2019-09-18 10:10:19.000000+00:00\", \"2022-11-11 03:34:00.000000+00:00\", \"2021-02-20 11:16:10.000000+00:00\"], \"session_ids\": [\"1113ced7-bf8b-4f05-a0c1-328e891c6bb6\", \"cd0b8603-4625-422f-b90e-ba1ffb6a111c\", \"253467c3-6cea-490e-ad49-0eae2d285e44\", \"ec3ddf3e-065c-453e-a46a-8dac5aad46c4\", \"48bbced5-5f91-4cb5-881a-f71c76c677ca\", \"189334d3-579b-498a-adbe-60536439938b\", \"219a4ca0-83e9-43e3-8a5e-faf558442168\", \"7cff56cc-ee48-4266-bc61-1ed3a50e1d96\", \"d53e66b0-90a4-4fb4-89a8-e61ac9b68225\"], \"total_duration\": 15378.0, \"total_sessions\": 9, \"mean_week_duration\": 77.667}}, {\"18741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-02-05 10:53:28.000000+00:00\", \"2020-11-04 02:35:58.000000+00:00\", \"2022-05-11 23:40:55.000000+00:00\", \"2019-01-20 07:00:53.000000+00:00\", \"2020-01-28 08:41:41.000000+00:00\", \"2022-07-02 19:10:03.000000+00:00\", \"2021-06-13 08:46:16.000000+00:00\", \"2019-12-07 09:51:44.000000+00:00\", \"2020-09-01 15:45:40.000000+00:00\", \"2021-11-06 01:16:46.000000+00:00\", \"2022-06-13 04:06:09.000000+00:00\"], \"session_ids\": [\"1d0a1136-e097-4c55-b73f-e5cb717be85d\", \"59ca787f-b92d-4ba6-9d82-9741b923daed\", \"982ae9f4-2d83-4503-ba03-85b7a9a469fb\", \"3a04f419-3e6c-463f-bfd0-6bb9fbf92289\", \"acbff072-3ead-4e49-a29b-75d8482a36cd\", \"ca281774-099c-4772-8b1a-9696b5e8e1c0\", \"973d1c5f-a7f3-47fe-8d34-f376858d4ef4\", \"751f5512-f064-4ef0-aa61-f2d31eb38946\", \"dccf55e4-6bd7-4fe6-8e2b-3f8d2ce3b192\", \"cea9fbb8-939c-4280-bc1f-06c8c2e67354\", \"8c43d8de-38f2-4e27-a26e-89cbc77bd76f\"], \"total_duration\": 36453.0, \"total_sessions\": 11, \"mean_week_duration\": 202.517}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-09-01 00:08:07.000000+00:00\", \"2020-10-12 18:08:35.000000+00:00\"], \"session_ids\": [\"23f4edcc-0b37-4344-b5a2-6ff4aa0c0403\", \"e06d7596-ab15-417b-988d-c737414ced38\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.936}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30447\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-09-01 00:08:07.000000+00:00\", \"2020-10-12 18:08:35.000000+00:00\"], \"session_ids\": [\"23f4edcc-0b37-4344-b5a2-6ff4aa0c0403\", \"e06d7596-ab15-417b-988d-c737414ced38\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.936}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 7 users pieces of information who have aver of time using the app per week strictly smaller than 10 and strictly bigger than 48 , do sorting by overall quantity of sessions in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"57262\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-24 15:13:05.000000+00:00\", \"2021-01-21 09:08:14.000000+00:00\"], \"session_ids\": [\"06008506-bfdc-4e97-b479-515e37cf05a9\", \"a4957adf-3709-4d77-9f91-e465c2625433\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.307}, \"24768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 6}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-18 03:51:07.000000+00:00\", \"2020-02-05 07:12:14.000000+00:00\", \"2020-05-10 19:11:03.000000+00:00\"], \"session_ids\": [\"d2cffdd3-d82e-49e0-898a-59a799f08a52\", \"2f88d893-5b29-4ab5-99ba-18999fe94e2a\", \"f4e1257f-3ba0-4e35-ab53-d4c8cdafb4b8\"], \"total_duration\": 818.0, \"total_sessions\": 3, \"mean_week_duration\": 58.429}, \"6760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-06-07 08:20:34.000000+00:00\", \"2022-06-12 03:40:38.000000+00:00\", \"2019-02-27 08:28:42.000000+00:00\", \"2022-12-26 12:52:06.000000+00:00\"], \"session_ids\": [\"4d239e89-08c8-4d12-b87a-583e52e4eed2\", \"15beab2d-f5d3-466f-95e3-2b524329f9d7\", \"4b3295cf-46aa-4436-96ec-6a7eed9ef5a5\", \"8c367af8-6dc9-455e-ad86-e39968c58588\"], \"total_duration\": 710.0, \"total_sessions\": 4, \"mean_week_duration\": 3.55}, \"20943\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-09-15 05:42:24.000000+00:00\", \"2023-02-21 01:25:13.000000+00:00\", \"2020-11-21 21:38:13.000000+00:00\", \"2020-11-29 12:37:42.000000+00:00\", \"2023-06-14 17:14:51.000000+00:00\"], \"session_ids\": [\"58d1be83-cf24-44ef-845b-a5886a01cb0a\", \"8f737ebc-27fb-411c-a276-eebaa6e45fe6\", \"6b3e0517-79c4-4cc1-bd46-4cd8ffcbaf65\", \"6ac67a0f-9f9e-41c2-ba64-5bb30d167523\", \"1da5f099-4f22-4f10-a5ef-a0bc384fe561\"], \"total_duration\": 135.0, \"total_sessions\": 5, \"mean_week_duration\": 0.938}, \"84371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-01-05 23:40:54.000000+00:00\", \"2020-05-08 17:34:14.000000+00:00\", \"2021-05-29 08:56:27.000000+00:00\"], \"session_ids\": [\"1c99aa2c-2e24-412a-a396-25b882700a6a\", \"241e752f-c90b-417b-84d0-df13c904145f\", \"0295598c-12a5-4bee-aa7e-9e63bd3d24d5\"], \"total_duration\": 444.0, \"total_sessions\": 3, \"mean_week_duration\": 5.103}, \"10506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-25 04:18:42.000000+00:00\", \"2019-03-24 01:25:36.000000+00:00\"], \"session_ids\": [\"a913ab69-6ff1-4209-9a89-99d4f63a5b97\", \"a5e1fc2a-9fa6-4565-b7ba-19e4c42ba0a5\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 2.521}, \"78446\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 9, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-04-02 00:05:40.000000+00:00\", \"2021-07-03 15:09:07.000000+00:00\"], \"session_ids\": [\"d9806205-d6e5-4608-9e2d-34b2b5e7f9e1\", \"11dcec2d-dd62-4caf-9091-b5a0bf930e4c\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.136}, \"12607\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-05-03 09:49:21.000000+00:00\", \"2023-03-25 18:37:07.000000+00:00\", \"2019-08-30 20:23:22.000000+00:00\", \"2019-12-16 20:08:31.000000+00:00\", \"2021-11-27 13:02:43.000000+00:00\", \"2022-12-04 03:22:35.000000+00:00\"], \"session_ids\": [\"a864689a-7d80-4ac3-b430-b1aa3d9e18bb\", \"1aa8fa0f-1f3e-4396-852a-a1dc391f0d19\", \"0e08f653-35e8-4e69-823a-01b9453ace76\", \"2aae8d76-30b6-4cca-b2e5-428ceaf9fdc8\", \"97789f1c-f57a-4cc8-9d54-0ef8de8386f3\", \"d02c16da-8f08-4a5d-851c-4382d8cd90d7\"], \"total_duration\": 95.0, \"total_sessions\": 6, \"mean_week_duration\": 0.511}, \"73703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-07-26 06:25:07.000000+00:00\", \"2020-01-01 11:12:21.000000+00:00\"], \"session_ids\": [\"f2153a9a-694e-40f4-8fa3-7b5dc744c875\", \"22bea160-c2cc-43c1-bb7a-83a38b417c63\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 6.826}, \"21168\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-10-07 08:51:56.000000+00:00\", \"2020-11-22 00:01:43.000000+00:00\", \"2019-04-20 16:15:55.000000+00:00\", \"2023-01-24 23:39:25.000000+00:00\", \"2022-08-03 08:33:53.000000+00:00\"], \"session_ids\": [\"48007fbd-811d-4f84-b2e0-4541465aa064\", \"b91f6b6e-4c17-4712-a915-adf4e4b954ac\", \"a1232235-08d0-4589-a4a1-eccaa64b5347\", \"6b7b9fcd-276e-4666-8706-d5589433618b\", \"14c2fbf9-49e6-4db6-a4eb-199cacc6623d\"], \"total_duration\": 2385.0, \"total_sessions\": 5, \"mean_week_duration\": 12.107}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 10 and are greater than 48"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[10, 48]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"57262\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-24 15:13:05.000000+00:00\", \"2021-01-21 09:08:14.000000+00:00\"], \"session_ids\": [\"06008506-bfdc-4e97-b479-515e37cf05a9\", \"a4957adf-3709-4d77-9f91-e465c2625433\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.307}, \"6760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-06-07 08:20:34.000000+00:00\", \"2022-06-12 03:40:38.000000+00:00\", \"2019-02-27 08:28:42.000000+00:00\", \"2022-12-26 12:52:06.000000+00:00\"], \"session_ids\": [\"4d239e89-08c8-4d12-b87a-583e52e4eed2\", \"15beab2d-f5d3-466f-95e3-2b524329f9d7\", \"4b3295cf-46aa-4436-96ec-6a7eed9ef5a5\", \"8c367af8-6dc9-455e-ad86-e39968c58588\"], \"total_duration\": 710.0, \"total_sessions\": 4, \"mean_week_duration\": 3.55}, \"20943\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-09-15 05:42:24.000000+00:00\", \"2023-02-21 01:25:13.000000+00:00\", \"2020-11-21 21:38:13.000000+00:00\", \"2020-11-29 12:37:42.000000+00:00\", \"2023-06-14 17:14:51.000000+00:00\"], \"session_ids\": [\"58d1be83-cf24-44ef-845b-a5886a01cb0a\", \"8f737ebc-27fb-411c-a276-eebaa6e45fe6\", \"6b3e0517-79c4-4cc1-bd46-4cd8ffcbaf65\", \"6ac67a0f-9f9e-41c2-ba64-5bb30d167523\", \"1da5f099-4f22-4f10-a5ef-a0bc384fe561\"], \"total_duration\": 135.0, \"total_sessions\": 5, \"mean_week_duration\": 0.938}, \"84371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-01-05 23:40:54.000000+00:00\", \"2020-05-08 17:34:14.000000+00:00\", \"2021-05-29 08:56:27.000000+00:00\"], \"session_ids\": [\"1c99aa2c-2e24-412a-a396-25b882700a6a\", \"241e752f-c90b-417b-84d0-df13c904145f\", \"0295598c-12a5-4bee-aa7e-9e63bd3d24d5\"], \"total_duration\": 444.0, \"total_sessions\": 3, \"mean_week_duration\": 5.103}, \"10506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-25 04:18:42.000000+00:00\", \"2019-03-24 01:25:36.000000+00:00\"], \"session_ids\": [\"a913ab69-6ff1-4209-9a89-99d4f63a5b97\", \"a5e1fc2a-9fa6-4565-b7ba-19e4c42ba0a5\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 2.521}, \"78446\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 9, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-04-02 00:05:40.000000+00:00\", \"2021-07-03 15:09:07.000000+00:00\"], \"session_ids\": [\"d9806205-d6e5-4608-9e2d-34b2b5e7f9e1\", \"11dcec2d-dd62-4caf-9091-b5a0bf930e4c\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.136}, \"12607\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-05-03 09:49:21.000000+00:00\", \"2023-03-25 18:37:07.000000+00:00\", \"2019-08-30 20:23:22.000000+00:00\", \"2019-12-16 20:08:31.000000+00:00\", \"2021-11-27 13:02:43.000000+00:00\", \"2022-12-04 03:22:35.000000+00:00\"], \"session_ids\": [\"a864689a-7d80-4ac3-b430-b1aa3d9e18bb\", \"1aa8fa0f-1f3e-4396-852a-a1dc391f0d19\", \"0e08f653-35e8-4e69-823a-01b9453ace76\", \"2aae8d76-30b6-4cca-b2e5-428ceaf9fdc8\", \"97789f1c-f57a-4cc8-9d54-0ef8de8386f3\", \"d02c16da-8f08-4a5d-851c-4382d8cd90d7\"], \"total_duration\": 95.0, \"total_sessions\": 6, \"mean_week_duration\": 0.511}, \"73703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-07-26 06:25:07.000000+00:00\", \"2020-01-01 11:12:21.000000+00:00\"], \"session_ids\": [\"f2153a9a-694e-40f4-8fa3-7b5dc744c875\", \"22bea160-c2cc-43c1-bb7a-83a38b417c63\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 6.826}, \"24768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 6}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-18 03:51:07.000000+00:00\", \"2020-02-05 07:12:14.000000+00:00\", \"2020-05-10 19:11:03.000000+00:00\"], \"session_ids\": [\"d2cffdd3-d82e-49e0-898a-59a799f08a52\", \"2f88d893-5b29-4ab5-99ba-18999fe94e2a\", \"f4e1257f-3ba0-4e35-ab53-d4c8cdafb4b8\"], \"total_duration\": 818.0, \"total_sessions\": 3, \"mean_week_duration\": 58.429}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12607\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-05-03 09:49:21.000000+00:00\", \"2023-03-25 18:37:07.000000+00:00\", \"2019-08-30 20:23:22.000000+00:00\", \"2019-12-16 20:08:31.000000+00:00\", \"2021-11-27 13:02:43.000000+00:00\", \"2022-12-04 03:22:35.000000+00:00\"], \"session_ids\": [\"a864689a-7d80-4ac3-b430-b1aa3d9e18bb\", \"1aa8fa0f-1f3e-4396-852a-a1dc391f0d19\", \"0e08f653-35e8-4e69-823a-01b9453ace76\", \"2aae8d76-30b6-4cca-b2e5-428ceaf9fdc8\", \"97789f1c-f57a-4cc8-9d54-0ef8de8386f3\", \"d02c16da-8f08-4a5d-851c-4382d8cd90d7\"], \"total_duration\": 95.0, \"total_sessions\": 6, \"mean_week_duration\": 0.511}}, {\"20943\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-09-15 05:42:24.000000+00:00\", \"2023-02-21 01:25:13.000000+00:00\", \"2020-11-21 21:38:13.000000+00:00\", \"2020-11-29 12:37:42.000000+00:00\", \"2023-06-14 17:14:51.000000+00:00\"], \"session_ids\": [\"58d1be83-cf24-44ef-845b-a5886a01cb0a\", \"8f737ebc-27fb-411c-a276-eebaa6e45fe6\", \"6b3e0517-79c4-4cc1-bd46-4cd8ffcbaf65\", \"6ac67a0f-9f9e-41c2-ba64-5bb30d167523\", \"1da5f099-4f22-4f10-a5ef-a0bc384fe561\"], \"total_duration\": 135.0, \"total_sessions\": 5, \"mean_week_duration\": 0.938}}, {\"6760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-06-07 08:20:34.000000+00:00\", \"2022-06-12 03:40:38.000000+00:00\", \"2019-02-27 08:28:42.000000+00:00\", \"2022-12-26 12:52:06.000000+00:00\"], \"session_ids\": [\"4d239e89-08c8-4d12-b87a-583e52e4eed2\", \"15beab2d-f5d3-466f-95e3-2b524329f9d7\", \"4b3295cf-46aa-4436-96ec-6a7eed9ef5a5\", \"8c367af8-6dc9-455e-ad86-e39968c58588\"], \"total_duration\": 710.0, \"total_sessions\": 4, \"mean_week_duration\": 3.55}}, {\"84371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-01-05 23:40:54.000000+00:00\", \"2020-05-08 17:34:14.000000+00:00\", \"2021-05-29 08:56:27.000000+00:00\"], \"session_ids\": [\"1c99aa2c-2e24-412a-a396-25b882700a6a\", \"241e752f-c90b-417b-84d0-df13c904145f\", \"0295598c-12a5-4bee-aa7e-9e63bd3d24d5\"], \"total_duration\": 444.0, \"total_sessions\": 3, \"mean_week_duration\": 5.103}}, {\"24768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 6}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-18 03:51:07.000000+00:00\", \"2020-02-05 07:12:14.000000+00:00\", \"2020-05-10 19:11:03.000000+00:00\"], \"session_ids\": [\"d2cffdd3-d82e-49e0-898a-59a799f08a52\", \"2f88d893-5b29-4ab5-99ba-18999fe94e2a\", \"f4e1257f-3ba0-4e35-ab53-d4c8cdafb4b8\"], \"total_duration\": 818.0, \"total_sessions\": 3, \"mean_week_duration\": 58.429}}, {\"57262\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-24 15:13:05.000000+00:00\", \"2021-01-21 09:08:14.000000+00:00\"], \"session_ids\": [\"06008506-bfdc-4e97-b479-515e37cf05a9\", \"a4957adf-3709-4d77-9f91-e465c2625433\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.307}}, {\"10506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-25 04:18:42.000000+00:00\", \"2019-03-24 01:25:36.000000+00:00\"], \"session_ids\": [\"a913ab69-6ff1-4209-9a89-99d4f63a5b97\", \"a5e1fc2a-9fa6-4565-b7ba-19e4c42ba0a5\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 2.521}}, {\"78446\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 9, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-04-02 00:05:40.000000+00:00\", \"2021-07-03 15:09:07.000000+00:00\"], \"session_ids\": [\"d9806205-d6e5-4608-9e2d-34b2b5e7f9e1\", \"11dcec2d-dd62-4caf-9091-b5a0bf930e4c\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.136}}, {\"73703\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-07-26 06:25:07.000000+00:00\", \"2020-01-01 11:12:21.000000+00:00\"], \"session_ids\": [\"f2153a9a-694e-40f4-8fa3-7b5dc744c875\", \"22bea160-c2cc-43c1-bb7a-83a38b417c63\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 6.826}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12607\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-05-03 09:49:21.000000+00:00\", \"2023-03-25 18:37:07.000000+00:00\", \"2019-08-30 20:23:22.000000+00:00\", \"2019-12-16 20:08:31.000000+00:00\", \"2021-11-27 13:02:43.000000+00:00\", \"2022-12-04 03:22:35.000000+00:00\"], \"session_ids\": [\"a864689a-7d80-4ac3-b430-b1aa3d9e18bb\", \"1aa8fa0f-1f3e-4396-852a-a1dc391f0d19\", \"0e08f653-35e8-4e69-823a-01b9453ace76\", \"2aae8d76-30b6-4cca-b2e5-428ceaf9fdc8\", \"97789f1c-f57a-4cc8-9d54-0ef8de8386f3\", \"d02c16da-8f08-4a5d-851c-4382d8cd90d7\"], \"total_duration\": 95.0, \"total_sessions\": 6, \"mean_week_duration\": 0.511}}, {\"20943\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-09-15 05:42:24.000000+00:00\", \"2023-02-21 01:25:13.000000+00:00\", \"2020-11-21 21:38:13.000000+00:00\", \"2020-11-29 12:37:42.000000+00:00\", \"2023-06-14 17:14:51.000000+00:00\"], \"session_ids\": [\"58d1be83-cf24-44ef-845b-a5886a01cb0a\", \"8f737ebc-27fb-411c-a276-eebaa6e45fe6\", \"6b3e0517-79c4-4cc1-bd46-4cd8ffcbaf65\", \"6ac67a0f-9f9e-41c2-ba64-5bb30d167523\", \"1da5f099-4f22-4f10-a5ef-a0bc384fe561\"], \"total_duration\": 135.0, \"total_sessions\": 5, \"mean_week_duration\": 0.938}}, {\"6760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-06-07 08:20:34.000000+00:00\", \"2022-06-12 03:40:38.000000+00:00\", \"2019-02-27 08:28:42.000000+00:00\", \"2022-12-26 12:52:06.000000+00:00\"], \"session_ids\": [\"4d239e89-08c8-4d12-b87a-583e52e4eed2\", \"15beab2d-f5d3-466f-95e3-2b524329f9d7\", \"4b3295cf-46aa-4436-96ec-6a7eed9ef5a5\", \"8c367af8-6dc9-455e-ad86-e39968c58588\"], \"total_duration\": 710.0, \"total_sessions\": 4, \"mean_week_duration\": 3.55}}, {\"84371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-01-05 23:40:54.000000+00:00\", \"2020-05-08 17:34:14.000000+00:00\", \"2021-05-29 08:56:27.000000+00:00\"], \"session_ids\": [\"1c99aa2c-2e24-412a-a396-25b882700a6a\", \"241e752f-c90b-417b-84d0-df13c904145f\", \"0295598c-12a5-4bee-aa7e-9e63bd3d24d5\"], \"total_duration\": 444.0, \"total_sessions\": 3, \"mean_week_duration\": 5.103}}, {\"24768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 6}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-18 03:51:07.000000+00:00\", \"2020-02-05 07:12:14.000000+00:00\", \"2020-05-10 19:11:03.000000+00:00\"], \"session_ids\": [\"d2cffdd3-d82e-49e0-898a-59a799f08a52\", \"2f88d893-5b29-4ab5-99ba-18999fe94e2a\", \"f4e1257f-3ba0-4e35-ab53-d4c8cdafb4b8\"], \"total_duration\": 818.0, \"total_sessions\": 3, \"mean_week_duration\": 58.429}}, {\"57262\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-24 15:13:05.000000+00:00\", \"2021-01-21 09:08:14.000000+00:00\"], \"session_ids\": [\"06008506-bfdc-4e97-b479-515e37cf05a9\", \"a4957adf-3709-4d77-9f91-e465c2625433\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.307}}, {\"10506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-25 04:18:42.000000+00:00\", \"2019-03-24 01:25:36.000000+00:00\"], \"session_ids\": [\"a913ab69-6ff1-4209-9a89-99d4f63a5b97\", \"a5e1fc2a-9fa6-4565-b7ba-19e4c42ba0a5\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 2.521}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12607\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-05-03 09:49:21.000000+00:00\", \"2023-03-25 18:37:07.000000+00:00\", \"2019-08-30 20:23:22.000000+00:00\", \"2019-12-16 20:08:31.000000+00:00\", \"2021-11-27 13:02:43.000000+00:00\", \"2022-12-04 03:22:35.000000+00:00\"], \"session_ids\": [\"a864689a-7d80-4ac3-b430-b1aa3d9e18bb\", \"1aa8fa0f-1f3e-4396-852a-a1dc391f0d19\", \"0e08f653-35e8-4e69-823a-01b9453ace76\", \"2aae8d76-30b6-4cca-b2e5-428ceaf9fdc8\", \"97789f1c-f57a-4cc8-9d54-0ef8de8386f3\", \"d02c16da-8f08-4a5d-851c-4382d8cd90d7\"], \"total_duration\": 95.0, \"total_sessions\": 6, \"mean_week_duration\": 0.511}}, {\"20943\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-09-15 05:42:24.000000+00:00\", \"2023-02-21 01:25:13.000000+00:00\", \"2020-11-21 21:38:13.000000+00:00\", \"2020-11-29 12:37:42.000000+00:00\", \"2023-06-14 17:14:51.000000+00:00\"], \"session_ids\": [\"58d1be83-cf24-44ef-845b-a5886a01cb0a\", \"8f737ebc-27fb-411c-a276-eebaa6e45fe6\", \"6b3e0517-79c4-4cc1-bd46-4cd8ffcbaf65\", \"6ac67a0f-9f9e-41c2-ba64-5bb30d167523\", \"1da5f099-4f22-4f10-a5ef-a0bc384fe561\"], \"total_duration\": 135.0, \"total_sessions\": 5, \"mean_week_duration\": 0.938}}, {\"6760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-06-07 08:20:34.000000+00:00\", \"2022-06-12 03:40:38.000000+00:00\", \"2019-02-27 08:28:42.000000+00:00\", \"2022-12-26 12:52:06.000000+00:00\"], \"session_ids\": [\"4d239e89-08c8-4d12-b87a-583e52e4eed2\", \"15beab2d-f5d3-466f-95e3-2b524329f9d7\", \"4b3295cf-46aa-4436-96ec-6a7eed9ef5a5\", \"8c367af8-6dc9-455e-ad86-e39968c58588\"], \"total_duration\": 710.0, \"total_sessions\": 4, \"mean_week_duration\": 3.55}}, {\"84371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-01-05 23:40:54.000000+00:00\", \"2020-05-08 17:34:14.000000+00:00\", \"2021-05-29 08:56:27.000000+00:00\"], \"session_ids\": [\"1c99aa2c-2e24-412a-a396-25b882700a6a\", \"241e752f-c90b-417b-84d0-df13c904145f\", \"0295598c-12a5-4bee-aa7e-9e63bd3d24d5\"], \"total_duration\": 444.0, \"total_sessions\": 3, \"mean_week_duration\": 5.103}}, {\"24768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 6}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-18 03:51:07.000000+00:00\", \"2020-02-05 07:12:14.000000+00:00\", \"2020-05-10 19:11:03.000000+00:00\"], \"session_ids\": [\"d2cffdd3-d82e-49e0-898a-59a799f08a52\", \"2f88d893-5b29-4ab5-99ba-18999fe94e2a\", \"f4e1257f-3ba0-4e35-ab53-d4c8cdafb4b8\"], \"total_duration\": 818.0, \"total_sessions\": 3, \"mean_week_duration\": 58.429}}, {\"57262\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-24 15:13:05.000000+00:00\", \"2021-01-21 09:08:14.000000+00:00\"], \"session_ids\": [\"06008506-bfdc-4e97-b479-515e37cf05a9\", \"a4957adf-3709-4d77-9f91-e465c2625433\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 2.307}}, {\"10506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-25 04:18:42.000000+00:00\", \"2019-03-24 01:25:36.000000+00:00\"], \"session_ids\": [\"a913ab69-6ff1-4209-9a89-99d4f63a5b97\", \"a5e1fc2a-9fa6-4565-b7ba-19e4c42ba0a5\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 2.521}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 7 users to me with a aver of time using the app per week that is higher than 14 and lower than 36, exclusive 14 and 36 , and carry out sorting by overall quantity of sessions from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46513\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-02-22 20:07:39.000000+00:00\", \"2022-08-16 10:41:42.000000+00:00\"], \"session_ids\": [\"f04bf28d-d1a7-4b5c-a9fe-3dd9bb1f6edb\", \"2f401794-2584-4734-bdfc-2af1613c74e0\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.489}, \"95235\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-29 17:51:02.000000+00:00\", \"2021-02-15 16:55:04.000000+00:00\"], \"session_ids\": [\"c3efedbb-bbf7-4675-9758-184fcb089232\", \"021936e3-3fed-4e18-bd86-d31831e9e27e\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 4.1}, \"15787\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-01-15 16:57:44.000000+00:00\", \"2022-12-12 14:31:25.000000+00:00\", \"2021-12-20 11:16:30.000000+00:00\", \"2019-07-15 01:04:44.000000+00:00\", \"2019-09-21 17:42:22.000000+00:00\"], \"session_ids\": [\"cf7e8551-59bc-480d-a83f-70a127418009\", \"72054edd-5d8a-462a-9dd0-dce1f951ed2b\", \"377ad002-ae00-4614-82c7-124e5cf66f52\", \"455e6450-fc75-4809-97d0-1d25c5dbeb3f\", \"997a4acb-17c0-4308-9c74-16041c58b46d\"], \"total_duration\": 2061.0, \"total_sessions\": 5, \"mean_week_duration\": 10.103}, \"52254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-14 08:30:57.000000+00:00\", \"2022-03-28 10:03:50.000000+00:00\", \"2021-01-21 14:52:57.000000+00:00\", \"2022-08-25 02:43:55.000000+00:00\", \"2022-08-27 07:45:11.000000+00:00\", \"2020-12-27 12:05:55.000000+00:00\"], \"session_ids\": [\"27301171-32d0-42fc-a411-1745dc5db11b\", \"061ebd87-afdd-4b2f-be35-90b644c2981d\", \"64f8b86a-5c95-41b9-a793-35af86f9ddc6\", \"7e3c9d90-80f8-402e-af8a-80b1db62e95c\", \"4fea4500-e52c-47c1-b083-46077df0a413\", \"8b13c2fa-7a08-4d2a-be61-45e17a04f2d2\"], \"total_duration\": 2816.0, \"total_sessions\": 6, \"mean_week_duration\": 28.735}, \"82592\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-06-08 12:59:55.000000+00:00\", \"2022-05-27 23:05:01.000000+00:00\", \"2022-02-21 04:07:19.000000+00:00\", \"2021-01-18 17:32:03.000000+00:00\"], \"session_ids\": [\"6c3beb91-22aa-45fa-bcda-e25a95bda7d9\", \"22ce5bc4-9082-4fae-9389-bab23ca8b8be\", \"598c4cbd-137a-4435-93f7-d76226a15546\", \"e1fe6292-2205-4ae3-b23c-cb253cc84f82\"], \"total_duration\": 263.0, \"total_sessions\": 4, \"mean_week_duration\": 3.603}, \"34375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-13 17:57:01.000000+00:00\", \"2021-07-28 07:05:31.000000+00:00\", \"2019-07-21 00:33:01.000000+00:00\", \"2020-06-19 07:20:47.000000+00:00\", \"2020-09-04 09:48:03.000000+00:00\", \"2021-10-28 16:57:41.000000+00:00\"], \"session_ids\": [\"f9146f4a-4ac9-49ca-8cb3-c3b1788ab729\", \"0ba58de8-5fa7-49cb-99dd-29d608dd1727\", \"47bb09d1-f5b7-4186-a706-34f94b328ff5\", \"63d8d50d-9c90-454c-b99b-48141c548630\", \"c03c949c-3e46-43de-bdc5-f5e0f4f77803\", \"dfbc98d9-c608-4348-bd95-420753db5479\"], \"total_duration\": 152.0, \"total_sessions\": 6, \"mean_week_duration\": 1.041}, \"66021\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-02-07 20:54:14.000000+00:00\", \"2019-03-01 18:12:21.000000+00:00\"], \"session_ids\": [\"3b95f66e-9ba7-495a-99d6-dec7df4afeca\", \"9bb1a7d8-978f-4d7d-ad50-0214ed6a9d5e\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 2.902}, \"92571\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-20 03:42:40.000000+00:00\", \"2020-11-14 18:06:06.000000+00:00\", \"2022-03-03 05:37:19.000000+00:00\"], \"session_ids\": [\"919edd27-5785-4f35-b2c0-0e10f06d1fb0\", \"a588462c-c19e-4ede-9003-2d2baca857f5\", \"0be65d6a-7f4a-460a-8b82-d114e87acc0b\"], \"total_duration\": 822.0, \"total_sessions\": 3, \"mean_week_duration\": 7.755}, \"99728\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-23 11:07:19.000000+00:00\", \"2022-12-04 20:43:09.000000+00:00\", \"2022-12-02 23:31:18.000000+00:00\", \"2021-05-04 08:24:39.000000+00:00\", \"2022-01-22 01:39:41.000000+00:00\"], \"session_ids\": [\"b91db524-3cf1-428f-af0b-525c31b25579\", \"faaf3a50-4681-4f32-8e0b-7c7b052ad725\", \"4b616775-bca6-4dc3-820e-e4273d7ac79a\", \"3c502761-4ad9-42f9-90fc-f5ae1a57701e\", \"424b72f3-c28d-42f8-8fa0-ffda6da7d437\"], \"total_duration\": 788.0, \"total_sessions\": 5, \"mean_week_duration\": 9.494}, \"38899\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-21 16:59:13.000000+00:00\", \"2022-09-06 15:48:23.000000+00:00\"], \"session_ids\": [\"a83f6ed4-6cc5-4a2d-b8f3-41a98c15f4ac\", \"fb6a4b9b-c16d-468d-8409-0bc153824a1a\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 3.933}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 14 and are less than 36"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[14, 36]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-14 08:30:57.000000+00:00\", \"2022-03-28 10:03:50.000000+00:00\", \"2021-01-21 14:52:57.000000+00:00\", \"2022-08-25 02:43:55.000000+00:00\", \"2022-08-27 07:45:11.000000+00:00\", \"2020-12-27 12:05:55.000000+00:00\"], \"session_ids\": [\"27301171-32d0-42fc-a411-1745dc5db11b\", \"061ebd87-afdd-4b2f-be35-90b644c2981d\", \"64f8b86a-5c95-41b9-a793-35af86f9ddc6\", \"7e3c9d90-80f8-402e-af8a-80b1db62e95c\", \"4fea4500-e52c-47c1-b083-46077df0a413\", \"8b13c2fa-7a08-4d2a-be61-45e17a04f2d2\"], \"total_duration\": 2816.0, \"total_sessions\": 6, \"mean_week_duration\": 28.735}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-14 08:30:57.000000+00:00\", \"2022-03-28 10:03:50.000000+00:00\", \"2021-01-21 14:52:57.000000+00:00\", \"2022-08-25 02:43:55.000000+00:00\", \"2022-08-27 07:45:11.000000+00:00\", \"2020-12-27 12:05:55.000000+00:00\"], \"session_ids\": [\"27301171-32d0-42fc-a411-1745dc5db11b\", \"061ebd87-afdd-4b2f-be35-90b644c2981d\", \"64f8b86a-5c95-41b9-a793-35af86f9ddc6\", \"7e3c9d90-80f8-402e-af8a-80b1db62e95c\", \"4fea4500-e52c-47c1-b083-46077df0a413\", \"8b13c2fa-7a08-4d2a-be61-45e17a04f2d2\"], \"total_duration\": 2816.0, \"total_sessions\": 6, \"mean_week_duration\": 28.735}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-14 08:30:57.000000+00:00\", \"2022-03-28 10:03:50.000000+00:00\", \"2021-01-21 14:52:57.000000+00:00\", \"2022-08-25 02:43:55.000000+00:00\", \"2022-08-27 07:45:11.000000+00:00\", \"2020-12-27 12:05:55.000000+00:00\"], \"session_ids\": [\"27301171-32d0-42fc-a411-1745dc5db11b\", \"061ebd87-afdd-4b2f-be35-90b644c2981d\", \"64f8b86a-5c95-41b9-a793-35af86f9ddc6\", \"7e3c9d90-80f8-402e-af8a-80b1db62e95c\", \"4fea4500-e52c-47c1-b083-46077df0a413\", \"8b13c2fa-7a08-4d2a-be61-45e17a04f2d2\"], \"total_duration\": 2816.0, \"total_sessions\": 6, \"mean_week_duration\": 28.735}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-14 08:30:57.000000+00:00\", \"2022-03-28 10:03:50.000000+00:00\", \"2021-01-21 14:52:57.000000+00:00\", \"2022-08-25 02:43:55.000000+00:00\", \"2022-08-27 07:45:11.000000+00:00\", \"2020-12-27 12:05:55.000000+00:00\"], \"session_ids\": [\"27301171-32d0-42fc-a411-1745dc5db11b\", \"061ebd87-afdd-4b2f-be35-90b644c2981d\", \"64f8b86a-5c95-41b9-a793-35af86f9ddc6\", \"7e3c9d90-80f8-402e-af8a-80b1db62e95c\", \"4fea4500-e52c-47c1-b083-46077df0a413\", \"8b13c2fa-7a08-4d2a-be61-45e17a04f2d2\"], \"total_duration\": 2816.0, \"total_sessions\": 6, \"mean_week_duration\": 28.735}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding users I can find living in cities Tokyo, Beijing, Johannesburg also carry out sorting by name of the city ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26235\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-02-04 04:38:41.000000+00:00\", \"2019-05-07 18:35:56.000000+00:00\"], \"session_ids\": [\"ca2329e1-4934-42fa-a450-37eb26955010\", \"ae05e023-4506-4002-87b8-2162c7d92de9\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 6.282}, \"46916\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-11-23 05:56:41.000000+00:00\", \"2019-05-28 19:24:16.000000+00:00\"], \"session_ids\": [\"b64ab41e-a902-4287-88eb-81fc5fd907ed\", \"c87416f1-785e-412f-9498-06d4b66598bd\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 5.359}, \"10165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-13 10:26:35.000000+00:00\", \"2020-12-04 21:42:14.000000+00:00\", \"2019-02-16 01:58:16.000000+00:00\", \"2019-02-26 23:45:29.000000+00:00\", \"2023-02-27 05:30:12.000000+00:00\", \"2023-05-02 01:52:53.000000+00:00\", \"2019-10-09 20:44:42.000000+00:00\", \"2020-11-28 02:43:39.000000+00:00\"], \"session_ids\": [\"4cb7d229-830f-4408-9c28-c4f86964df95\", \"cbcbb709-6733-4fff-9149-f8658cff24af\", \"b261a200-7c19-45a2-ad67-4bc93098b80d\", \"55f7db54-f545-4357-9162-2f80da070689\", \"ca3f01d6-9e0c-4240-a8a3-3a92f02dd469\", \"a3f8e721-7a6a-42ee-8af8-d21604cbd13a\", \"940c58ca-2bd5-48d0-9fbc-450900f5a51d\", \"54ad2c81-c4db-4596-b974-e2264530a043\"], \"total_duration\": 14577.0, \"total_sessions\": 8, \"mean_week_duration\": 66.259}, \"25304\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-03-29 08:12:35.000000+00:00\", \"2022-10-31 02:50:18.000000+00:00\"], \"session_ids\": [\"2e555f81-d914-47a8-8649-af757b2abd27\", \"81e86a0c-85a4-4655-b09d-3d8d176317e4\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.613}, \"24201\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-25 13:51:59.000000+00:00\", \"2022-04-24 09:57:22.000000+00:00\"], \"session_ids\": [\"f6d43a47-58e0-4668-9d5f-973568114fd5\", \"f3ad71af-6d9e-4e5b-96a8-a19e284fc417\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 1.562}, \"14518\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 6, \"Change Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-07-12 22:04:43.000000+00:00\", \"2020-09-03 04:38:46.000000+00:00\", \"2020-09-11 15:44:33.000000+00:00\"], \"session_ids\": [\"24a4a68e-31ed-4c9e-bcb1-9877ce5e4651\", \"a7ada75c-6f18-466b-9e39-7739813c95e1\", \"f084fb9e-4029-4505-aa3d-a90b8268b8fe\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 1.902}, \"99072\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-05-06 23:35:38.000000+00:00\", \"2019-09-20 12:50:01.000000+00:00\", \"2020-06-27 02:50:30.000000+00:00\"], \"session_ids\": [\"4eaadf0c-d7c8-4c1d-96c2-9e35b3d0f735\", \"4f5218e6-0d76-415c-9103-b9d945601579\", \"bda564bc-67c2-4203-be2a-2a274760740d\"], \"total_duration\": 708.0, \"total_sessions\": 3, \"mean_week_duration\": 17.7}, \"24109\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-09 20:41:05.000000+00:00\", \"2020-05-18 03:31:33.000000+00:00\", \"2022-05-13 20:52:17.000000+00:00\", \"2022-12-31 05:12:16.000000+00:00\", \"2022-03-21 11:46:38.000000+00:00\", \"2022-07-28 03:47:19.000000+00:00\", \"2020-10-23 01:35:15.000000+00:00\", \"2021-04-01 00:13:09.000000+00:00\", \"2021-02-19 01:13:57.000000+00:00\", \"2019-11-08 19:54:37.000000+00:00\", \"2022-12-12 02:34:53.000000+00:00\"], \"session_ids\": [\"a32c8068-c17d-4e1f-b04b-50abee38db5b\", \"826f0feb-d685-4268-bd41-860e18045c93\", \"bd52ce26-812c-4be0-afb7-2dc172ba3860\", \"a909448f-ae1c-4ab3-8bdd-8b44a83bce3e\", \"2db207e0-af4c-4977-a90d-e0283cc48aca\", \"feffb0f6-32e6-4852-b828-5f4c857e796e\", \"89f99472-e0b3-4d40-8c32-42100416a939\", \"9d2451d9-ea40-497f-b7a1-608bfb2e85a0\", \"31390515-d37a-4c84-b0ef-0008a8feff1c\", \"7c00390b-69cc-481e-8102-26ca6991257f\", \"478e7db1-6c9c-4f4d-8b3c-c3e8d32b81df\"], \"total_duration\": 790.0, \"total_sessions\": 11, \"mean_week_duration\": 4.817}, \"98315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-07 21:19:30.000000+00:00\", \"2022-05-12 10:34:51.000000+00:00\"], \"session_ids\": [\"e13bb2a0-03f1-4e16-b0eb-aa9b6bdd7567\", \"6c8b304f-380f-4a53-9aa4-296d3ca6ef2b\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 0.962}, \"69459\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-07 09:33:47.000000+00:00\", \"2020-02-06 07:12:55.000000+00:00\", \"2020-11-13 04:37:26.000000+00:00\"], \"session_ids\": [\"a590289d-aeae-46d6-ad11-1f481f42bae1\", \"d668d3f0-fe61-41aa-a161-dca543e810c2\", \"6ade6287-2277-401b-bbc4-b13862bcb3fb\"], \"total_duration\": 999.0, \"total_sessions\": 3, \"mean_week_duration\": 16.377}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Tokyo, Beijing, Johannesburg"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Tokyo\", \"Beijing\", \"Johannesburg\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 6 users to me who have overall duration of sessions per week greater than 46 and strictly less than 25 also implement sorting by overall quantity of sessions descendingly also remain only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-08 01:54:03.000000+00:00\", \"2021-12-26 19:06:53.000000+00:00\"], \"session_ids\": [\"49dbba74-7959-468c-b0a0-8310dc0c514d\", \"122be01d-caf3-4bf5-9321-fe1f53f7d538\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 1.158}, \"63757\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-30 08:34:48.000000+00:00\", \"2021-07-28 08:54:29.000000+00:00\", \"2022-04-27 21:24:03.000000+00:00\", \"2021-09-22 18:45:15.000000+00:00\"], \"session_ids\": [\"484404ee-7468-46ba-a918-ec4654cc7668\", \"673083c3-11e1-477a-85c2-cb38b87c7774\", \"9b618dec-54ef-47d8-b400-ac28caf3ae71\", \"857c6f4a-d1a1-4665-b6e8-6a9b90206031\"], \"total_duration\": 605.0, \"total_sessions\": 4, \"mean_week_duration\": 4.802}, \"24277\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-02-05 01:53:16.000000+00:00\", \"2021-03-20 12:12:51.000000+00:00\"], \"session_ids\": [\"9a941157-9308-461b-b344-b3c7a0c6837b\", \"d61ffa03-2045-4fee-ad0d-cf25c825b0fd\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 3.27}, \"42768\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-23 07:57:49.000000+00:00\", \"2023-04-05 16:55:19.000000+00:00\", \"2019-10-10 03:53:38.000000+00:00\"], \"session_ids\": [\"5e43fe1f-3b2f-43f3-a1d6-7de2e63e2e87\", \"d8054b3a-613d-4774-9449-4305839d8c85\", \"175b5a16-a727-40a2-bed7-53cadccc4dcc\"], \"total_duration\": 188.0, \"total_sessions\": 3, \"mean_week_duration\": 1.033}, \"55956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-26 08:34:49.000000+00:00\", \"2022-05-24 19:18:07.000000+00:00\"], \"session_ids\": [\"ed48e923-feca-443c-8a97-0c641efec014\", \"9197d8aa-9fbc-4481-a05c-22823867c8ca\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 1.083}, \"6143\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-10-23 00:41:25.000000+00:00\", \"2020-04-18 08:47:39.000000+00:00\"], \"session_ids\": [\"487866e8-c73b-4fd5-bc98-a91be7ddb6f9\", \"ab974260-e9b1-4ace-a13d-13b86e5cff94\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.176}, \"29649\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-29 00:23:43.000000+00:00\", \"2019-09-05 10:11:06.000000+00:00\"], \"session_ids\": [\"9e7a5c5d-012d-49e4-b097-0824344e8a51\", \"c416472e-b459-429a-a95c-e827f6dc77e5\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 1.763}, \"56586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-17 12:25:00.000000+00:00\", \"2020-04-27 02:38:35.000000+00:00\", \"2020-08-08 21:27:12.000000+00:00\", \"2021-06-08 14:42:22.000000+00:00\", \"2021-05-15 15:40:07.000000+00:00\", \"2019-02-10 20:17:08.000000+00:00\", \"2022-06-26 10:34:14.000000+00:00\", \"2020-01-14 04:59:38.000000+00:00\", \"2022-06-22 16:25:25.000000+00:00\", \"2023-02-24 16:30:29.000000+00:00\", \"2020-08-15 03:50:56.000000+00:00\"], \"session_ids\": [\"4b7a1c64-3b1f-4a0e-89f0-7f2c7b14e450\", \"d44865a6-1b41-4287-989c-d81d2414892b\", \"77356762-5227-47c0-9de3-6333c5c763f1\", \"b548ca60-1105-4a9d-ba08-c291d6a704b6\", \"6815a14b-8ced-4ac4-bf63-1224a39bfc39\", \"c5b542bb-0461-440b-a58c-ce5a1deff18b\", \"e8e4c12f-fa0d-410f-ace4-7da66520776f\", \"04bea0c4-85da-4683-846f-1d63a5160fa7\", \"759bffbd-57a5-4ae8-a535-0f30463d8bd2\", \"08cca286-c3a2-4112-88ad-0fb3d05e473c\", \"7d427633-1f9e-4a68-824d-cdb5ff07af91\"], \"total_duration\": 55991.0, \"total_sessions\": 11, \"mean_week_duration\": 265.36}, \"22398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-10-07 09:33:55.000000+00:00\", \"2021-02-18 01:51:27.000000+00:00\"], \"session_ids\": [\"1c7160a1-e387-4f36-b7bf-99366790af94\", \"afc73a9c-8133-4f1f-aa5e-02181ec1afb2\"], \"total_duration\": 302.0, \"total_sessions\": 2, \"mean_week_duration\": 3.512}, \"50230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-01-22 06:07:12.000000+00:00\", \"2022-04-29 11:44:45.000000+00:00\", \"2022-01-22 05:44:03.000000+00:00\"], \"session_ids\": [\"b455d56d-dcd6-4632-b1e9-de99a54fc967\", \"5fb1c737-3d9d-46a8-a206-c35413419199\", \"ac8c2661-759d-44dc-969e-093510a6ceae\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.567}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 25 and are equal or greater than 46"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[25, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-08 01:54:03.000000+00:00\", \"2021-12-26 19:06:53.000000+00:00\"], \"session_ids\": [\"49dbba74-7959-468c-b0a0-8310dc0c514d\", \"122be01d-caf3-4bf5-9321-fe1f53f7d538\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 1.158}, \"63757\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-30 08:34:48.000000+00:00\", \"2021-07-28 08:54:29.000000+00:00\", \"2022-04-27 21:24:03.000000+00:00\", \"2021-09-22 18:45:15.000000+00:00\"], \"session_ids\": [\"484404ee-7468-46ba-a918-ec4654cc7668\", \"673083c3-11e1-477a-85c2-cb38b87c7774\", \"9b618dec-54ef-47d8-b400-ac28caf3ae71\", \"857c6f4a-d1a1-4665-b6e8-6a9b90206031\"], \"total_duration\": 605.0, \"total_sessions\": 4, \"mean_week_duration\": 4.802}, \"24277\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-02-05 01:53:16.000000+00:00\", \"2021-03-20 12:12:51.000000+00:00\"], \"session_ids\": [\"9a941157-9308-461b-b344-b3c7a0c6837b\", \"d61ffa03-2045-4fee-ad0d-cf25c825b0fd\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 3.27}, \"42768\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-23 07:57:49.000000+00:00\", \"2023-04-05 16:55:19.000000+00:00\", \"2019-10-10 03:53:38.000000+00:00\"], \"session_ids\": [\"5e43fe1f-3b2f-43f3-a1d6-7de2e63e2e87\", \"d8054b3a-613d-4774-9449-4305839d8c85\", \"175b5a16-a727-40a2-bed7-53cadccc4dcc\"], \"total_duration\": 188.0, \"total_sessions\": 3, \"mean_week_duration\": 1.033}, \"55956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-26 08:34:49.000000+00:00\", \"2022-05-24 19:18:07.000000+00:00\"], \"session_ids\": [\"ed48e923-feca-443c-8a97-0c641efec014\", \"9197d8aa-9fbc-4481-a05c-22823867c8ca\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 1.083}, \"6143\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-10-23 00:41:25.000000+00:00\", \"2020-04-18 08:47:39.000000+00:00\"], \"session_ids\": [\"487866e8-c73b-4fd5-bc98-a91be7ddb6f9\", \"ab974260-e9b1-4ace-a13d-13b86e5cff94\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.176}, \"29649\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-29 00:23:43.000000+00:00\", \"2019-09-05 10:11:06.000000+00:00\"], \"session_ids\": [\"9e7a5c5d-012d-49e4-b097-0824344e8a51\", \"c416472e-b459-429a-a95c-e827f6dc77e5\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 1.763}, \"22398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-10-07 09:33:55.000000+00:00\", \"2021-02-18 01:51:27.000000+00:00\"], \"session_ids\": [\"1c7160a1-e387-4f36-b7bf-99366790af94\", \"afc73a9c-8133-4f1f-aa5e-02181ec1afb2\"], \"total_duration\": 302.0, \"total_sessions\": 2, \"mean_week_duration\": 3.512}, \"50230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-01-22 06:07:12.000000+00:00\", \"2022-04-29 11:44:45.000000+00:00\", \"2022-01-22 05:44:03.000000+00:00\"], \"session_ids\": [\"b455d56d-dcd6-4632-b1e9-de99a54fc967\", \"5fb1c737-3d9d-46a8-a206-c35413419199\", \"ac8c2661-759d-44dc-969e-093510a6ceae\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.567}, \"56586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-17 12:25:00.000000+00:00\", \"2020-04-27 02:38:35.000000+00:00\", \"2020-08-08 21:27:12.000000+00:00\", \"2021-06-08 14:42:22.000000+00:00\", \"2021-05-15 15:40:07.000000+00:00\", \"2019-02-10 20:17:08.000000+00:00\", \"2022-06-26 10:34:14.000000+00:00\", \"2020-01-14 04:59:38.000000+00:00\", \"2022-06-22 16:25:25.000000+00:00\", \"2023-02-24 16:30:29.000000+00:00\", \"2020-08-15 03:50:56.000000+00:00\"], \"session_ids\": [\"4b7a1c64-3b1f-4a0e-89f0-7f2c7b14e450\", \"d44865a6-1b41-4287-989c-d81d2414892b\", \"77356762-5227-47c0-9de3-6333c5c763f1\", \"b548ca60-1105-4a9d-ba08-c291d6a704b6\", \"6815a14b-8ced-4ac4-bf63-1224a39bfc39\", \"c5b542bb-0461-440b-a58c-ce5a1deff18b\", \"e8e4c12f-fa0d-410f-ace4-7da66520776f\", \"04bea0c4-85da-4683-846f-1d63a5160fa7\", \"759bffbd-57a5-4ae8-a535-0f30463d8bd2\", \"08cca286-c3a2-4112-88ad-0fb3d05e473c\", \"7d427633-1f9e-4a68-824d-cdb5ff07af91\"], \"total_duration\": 55991.0, \"total_sessions\": 11, \"mean_week_duration\": 265.36}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-17 12:25:00.000000+00:00\", \"2020-04-27 02:38:35.000000+00:00\", \"2020-08-08 21:27:12.000000+00:00\", \"2021-06-08 14:42:22.000000+00:00\", \"2021-05-15 15:40:07.000000+00:00\", \"2019-02-10 20:17:08.000000+00:00\", \"2022-06-26 10:34:14.000000+00:00\", \"2020-01-14 04:59:38.000000+00:00\", \"2022-06-22 16:25:25.000000+00:00\", \"2023-02-24 16:30:29.000000+00:00\", \"2020-08-15 03:50:56.000000+00:00\"], \"session_ids\": [\"4b7a1c64-3b1f-4a0e-89f0-7f2c7b14e450\", \"d44865a6-1b41-4287-989c-d81d2414892b\", \"77356762-5227-47c0-9de3-6333c5c763f1\", \"b548ca60-1105-4a9d-ba08-c291d6a704b6\", \"6815a14b-8ced-4ac4-bf63-1224a39bfc39\", \"c5b542bb-0461-440b-a58c-ce5a1deff18b\", \"e8e4c12f-fa0d-410f-ace4-7da66520776f\", \"04bea0c4-85da-4683-846f-1d63a5160fa7\", \"759bffbd-57a5-4ae8-a535-0f30463d8bd2\", \"08cca286-c3a2-4112-88ad-0fb3d05e473c\", \"7d427633-1f9e-4a68-824d-cdb5ff07af91\"], \"total_duration\": 55991.0, \"total_sessions\": 11, \"mean_week_duration\": 265.36}}, {\"63757\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-30 08:34:48.000000+00:00\", \"2021-07-28 08:54:29.000000+00:00\", \"2022-04-27 21:24:03.000000+00:00\", \"2021-09-22 18:45:15.000000+00:00\"], \"session_ids\": [\"484404ee-7468-46ba-a918-ec4654cc7668\", \"673083c3-11e1-477a-85c2-cb38b87c7774\", \"9b618dec-54ef-47d8-b400-ac28caf3ae71\", \"857c6f4a-d1a1-4665-b6e8-6a9b90206031\"], \"total_duration\": 605.0, \"total_sessions\": 4, \"mean_week_duration\": 4.802}}, {\"42768\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-23 07:57:49.000000+00:00\", \"2023-04-05 16:55:19.000000+00:00\", \"2019-10-10 03:53:38.000000+00:00\"], \"session_ids\": [\"5e43fe1f-3b2f-43f3-a1d6-7de2e63e2e87\", \"d8054b3a-613d-4774-9449-4305839d8c85\", \"175b5a16-a727-40a2-bed7-53cadccc4dcc\"], \"total_duration\": 188.0, \"total_sessions\": 3, \"mean_week_duration\": 1.033}}, {\"50230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-01-22 06:07:12.000000+00:00\", \"2022-04-29 11:44:45.000000+00:00\", \"2022-01-22 05:44:03.000000+00:00\"], \"session_ids\": [\"b455d56d-dcd6-4632-b1e9-de99a54fc967\", \"5fb1c737-3d9d-46a8-a206-c35413419199\", \"ac8c2661-759d-44dc-969e-093510a6ceae\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.567}}, {\"38399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-08 01:54:03.000000+00:00\", \"2021-12-26 19:06:53.000000+00:00\"], \"session_ids\": [\"49dbba74-7959-468c-b0a0-8310dc0c514d\", \"122be01d-caf3-4bf5-9321-fe1f53f7d538\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 1.158}}, {\"24277\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-02-05 01:53:16.000000+00:00\", \"2021-03-20 12:12:51.000000+00:00\"], \"session_ids\": [\"9a941157-9308-461b-b344-b3c7a0c6837b\", \"d61ffa03-2045-4fee-ad0d-cf25c825b0fd\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 3.27}}, {\"55956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-05-26 08:34:49.000000+00:00\", \"2022-05-24 19:18:07.000000+00:00\"], \"session_ids\": [\"ed48e923-feca-443c-8a97-0c641efec014\", \"9197d8aa-9fbc-4481-a05c-22823867c8ca\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 1.083}}, {\"6143\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-10-23 00:41:25.000000+00:00\", \"2020-04-18 08:47:39.000000+00:00\"], \"session_ids\": [\"487866e8-c73b-4fd5-bc98-a91be7ddb6f9\", \"ab974260-e9b1-4ace-a13d-13b86e5cff94\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.176}}, {\"29649\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-08-29 00:23:43.000000+00:00\", \"2019-09-05 10:11:06.000000+00:00\"], \"session_ids\": [\"9e7a5c5d-012d-49e4-b097-0824344e8a51\", \"c416472e-b459-429a-a95c-e827f6dc77e5\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 1.763}}, {\"22398\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-10-07 09:33:55.000000+00:00\", \"2021-02-18 01:51:27.000000+00:00\"], \"session_ids\": [\"1c7160a1-e387-4f36-b7bf-99366790af94\", \"afc73a9c-8133-4f1f-aa5e-02181ec1afb2\"], \"total_duration\": 302.0, \"total_sessions\": 2, \"mean_week_duration\": 3.512}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-17 12:25:00.000000+00:00\", \"2020-04-27 02:38:35.000000+00:00\", \"2020-08-08 21:27:12.000000+00:00\", \"2021-06-08 14:42:22.000000+00:00\", \"2021-05-15 15:40:07.000000+00:00\", \"2019-02-10 20:17:08.000000+00:00\", \"2022-06-26 10:34:14.000000+00:00\", \"2020-01-14 04:59:38.000000+00:00\", \"2022-06-22 16:25:25.000000+00:00\", \"2023-02-24 16:30:29.000000+00:00\", \"2020-08-15 03:50:56.000000+00:00\"], \"session_ids\": [\"4b7a1c64-3b1f-4a0e-89f0-7f2c7b14e450\", \"d44865a6-1b41-4287-989c-d81d2414892b\", \"77356762-5227-47c0-9de3-6333c5c763f1\", \"b548ca60-1105-4a9d-ba08-c291d6a704b6\", \"6815a14b-8ced-4ac4-bf63-1224a39bfc39\", \"c5b542bb-0461-440b-a58c-ce5a1deff18b\", \"e8e4c12f-fa0d-410f-ace4-7da66520776f\", \"04bea0c4-85da-4683-846f-1d63a5160fa7\", \"759bffbd-57a5-4ae8-a535-0f30463d8bd2\", \"08cca286-c3a2-4112-88ad-0fb3d05e473c\", \"7d427633-1f9e-4a68-824d-cdb5ff07af91\"], \"total_duration\": 55991.0, \"total_sessions\": 11, \"mean_week_duration\": 265.36}}, {\"63757\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-30 08:34:48.000000+00:00\", \"2021-07-28 08:54:29.000000+00:00\", \"2022-04-27 21:24:03.000000+00:00\", \"2021-09-22 18:45:15.000000+00:00\"], \"session_ids\": [\"484404ee-7468-46ba-a918-ec4654cc7668\", \"673083c3-11e1-477a-85c2-cb38b87c7774\", \"9b618dec-54ef-47d8-b400-ac28caf3ae71\", \"857c6f4a-d1a1-4665-b6e8-6a9b90206031\"], \"total_duration\": 605.0, \"total_sessions\": 4, \"mean_week_duration\": 4.802}}, {\"42768\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-23 07:57:49.000000+00:00\", \"2023-04-05 16:55:19.000000+00:00\", \"2019-10-10 03:53:38.000000+00:00\"], \"session_ids\": [\"5e43fe1f-3b2f-43f3-a1d6-7de2e63e2e87\", \"d8054b3a-613d-4774-9449-4305839d8c85\", \"175b5a16-a727-40a2-bed7-53cadccc4dcc\"], \"total_duration\": 188.0, \"total_sessions\": 3, \"mean_week_duration\": 1.033}}, {\"50230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-01-22 06:07:12.000000+00:00\", \"2022-04-29 11:44:45.000000+00:00\", \"2022-01-22 05:44:03.000000+00:00\"], \"session_ids\": [\"b455d56d-dcd6-4632-b1e9-de99a54fc967\", \"5fb1c737-3d9d-46a8-a206-c35413419199\", \"ac8c2661-759d-44dc-969e-093510a6ceae\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.567}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-17 12:25:00.000000+00:00\", \"2020-04-27 02:38:35.000000+00:00\", \"2020-08-08 21:27:12.000000+00:00\", \"2021-06-08 14:42:22.000000+00:00\", \"2021-05-15 15:40:07.000000+00:00\", \"2019-02-10 20:17:08.000000+00:00\", \"2022-06-26 10:34:14.000000+00:00\", \"2020-01-14 04:59:38.000000+00:00\", \"2022-06-22 16:25:25.000000+00:00\", \"2023-02-24 16:30:29.000000+00:00\", \"2020-08-15 03:50:56.000000+00:00\"], \"session_ids\": [\"4b7a1c64-3b1f-4a0e-89f0-7f2c7b14e450\", \"d44865a6-1b41-4287-989c-d81d2414892b\", \"77356762-5227-47c0-9de3-6333c5c763f1\", \"b548ca60-1105-4a9d-ba08-c291d6a704b6\", \"6815a14b-8ced-4ac4-bf63-1224a39bfc39\", \"c5b542bb-0461-440b-a58c-ce5a1deff18b\", \"e8e4c12f-fa0d-410f-ace4-7da66520776f\", \"04bea0c4-85da-4683-846f-1d63a5160fa7\", \"759bffbd-57a5-4ae8-a535-0f30463d8bd2\", \"08cca286-c3a2-4112-88ad-0fb3d05e473c\", \"7d427633-1f9e-4a68-824d-cdb5ff07af91\"], \"total_duration\": 55991.0, \"total_sessions\": 11, \"mean_week_duration\": 265.36}}, {\"63757\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-30 08:34:48.000000+00:00\", \"2021-07-28 08:54:29.000000+00:00\", \"2022-04-27 21:24:03.000000+00:00\", \"2021-09-22 18:45:15.000000+00:00\"], \"session_ids\": [\"484404ee-7468-46ba-a918-ec4654cc7668\", \"673083c3-11e1-477a-85c2-cb38b87c7774\", \"9b618dec-54ef-47d8-b400-ac28caf3ae71\", \"857c6f4a-d1a1-4665-b6e8-6a9b90206031\"], \"total_duration\": 605.0, \"total_sessions\": 4, \"mean_week_duration\": 4.802}}, {\"42768\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-23 07:57:49.000000+00:00\", \"2023-04-05 16:55:19.000000+00:00\", \"2019-10-10 03:53:38.000000+00:00\"], \"session_ids\": [\"5e43fe1f-3b2f-43f3-a1d6-7de2e63e2e87\", \"d8054b3a-613d-4774-9449-4305839d8c85\", \"175b5a16-a727-40a2-bed7-53cadccc4dcc\"], \"total_duration\": 188.0, \"total_sessions\": 3, \"mean_week_duration\": 1.033}}, {\"50230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-01-22 06:07:12.000000+00:00\", \"2022-04-29 11:44:45.000000+00:00\", \"2022-01-22 05:44:03.000000+00:00\"], \"session_ids\": [\"b455d56d-dcd6-4632-b1e9-de99a54fc967\", \"5fb1c737-3d9d-46a8-a206-c35413419199\", \"ac8c2661-759d-44dc-969e-093510a6ceae\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.567}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 4 users who have total amount of duration is bigger than 890 and strictly smaller than 4181 , carry out sorting by total amount of duration form the lowest value to the highest value additionaly display me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-27 14:38:49.000000+00:00\", \"2021-11-18 11:36:40.000000+00:00\"], \"session_ids\": [\"5c0d960e-25cb-47f0-a740-5d656fc2ff40\", \"d8719d01-7713-4fd9-bf00-fcdf3991bbb8\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.279}, \"29911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Athens\", \"datetimes\": [\"2022-12-11 09:19:13.000000+00:00\", \"2022-08-12 19:09:46.000000+00:00\"], \"session_ids\": [\"a0a3239d-8c61-46ba-a68a-829cc720c887\", \"758adbde-0567-4cad-9d84-36e1b3337b91\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 25.611}, \"77192\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-10-17 19:10:06.000000+00:00\", \"2022-01-24 18:51:37.000000+00:00\"], \"session_ids\": [\"3be52b07-1686-4ded-8c45-f2d782af8b83\", \"1547e67a-3e1b-4a1c-a89e-6c14a35bfbd1\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.612}, \"30367\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-13 02:12:01.000000+00:00\", \"2021-10-15 09:04:33.000000+00:00\", \"2021-05-15 03:46:23.000000+00:00\"], \"session_ids\": [\"593c7d9a-5802-4f0b-9a04-76378e36ada0\", \"6ca9f79f-ace2-43fd-9c44-e6b78c0900ff\", \"f4896845-a2ba-475f-b4e8-505bbba5d731\"], \"total_duration\": 181.0, \"total_sessions\": 3, \"mean_week_duration\": 2.586}, \"34579\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-01 10:06:07.000000+00:00\", \"2022-11-02 23:34:14.000000+00:00\", \"2021-12-06 18:00:59.000000+00:00\", \"2020-05-09 01:44:32.000000+00:00\", \"2020-03-12 15:28:33.000000+00:00\"], \"session_ids\": [\"5050418f-534c-47c1-add7-b44d071fe88e\", \"b3549eb7-03ab-49ab-bfd8-07640397a7cb\", \"9e7b3be6-7060-4c6f-a9f1-bb92f5f8e370\", \"f988e397-b5e2-4156-b98d-c05fd3d89b79\", \"18c41feb-8ae3-49a4-8974-ddfb76b22c7c\"], \"total_duration\": 389.0, \"total_sessions\": 5, \"mean_week_duration\": 2.819}, \"86573\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-04 16:14:09.000000+00:00\", \"2020-01-11 16:04:51.000000+00:00\", \"2019-06-05 16:41:18.000000+00:00\", \"2022-12-12 17:51:18.000000+00:00\"], \"session_ids\": [\"89063dc3-9cce-4996-9245-fb025448ba6f\", \"3bfa8d45-9b53-406c-857b-a18d40e7fbd6\", \"29338b20-8b13-4895-ac8e-17522655cad1\", \"4df74067-0e62-4718-a668-5cc0442f77f5\"], \"total_duration\": 655.0, \"total_sessions\": 4, \"mean_week_duration\": 3.466}, \"25658\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-10-23 18:20:27.000000+00:00\", \"2021-09-06 18:44:13.000000+00:00\", \"2021-08-07 04:54:32.000000+00:00\"], \"session_ids\": [\"a6472098-2907-461f-a8f5-6e4f0c328ebf\", \"dc0f3e0a-1d37-4acb-98cd-cf138f0da311\", \"8cf4add8-7976-42f4-a130-49e1b3fcb3e5\"], \"total_duration\": 843.0, \"total_sessions\": 3, \"mean_week_duration\": 8.602}, \"69746\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-13 02:50:54.000000+00:00\", \"2023-06-16 02:55:06.000000+00:00\"], \"session_ids\": [\"50c12d2f-53b3-4ca9-a9cd-5046fc862c4f\", \"de3ecf11-0d9a-4db3-9c91-93c8ac40fe22\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 3.264}, \"92335\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-20 02:57:04.000000+00:00\", \"2019-09-08 05:20:16.000000+00:00\", \"2019-05-08 04:23:44.000000+00:00\", \"2019-11-18 20:40:38.000000+00:00\"], \"session_ids\": [\"e2696e15-16a8-479e-9c99-0459f5c2deb5\", \"f7af6e92-1a1b-4912-869c-a778ef0b52c6\", \"d904276b-b7c9-4405-b285-6bfbdc14befe\", \"778396db-7f86-4ed7-a5d5-a2b585b2724b\"], \"total_duration\": 52.0, \"total_sessions\": 4, \"mean_week_duration\": 0.612}, \"23882\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-09-28 13:25:37.000000+00:00\", \"2023-02-21 20:37:34.000000+00:00\"], \"session_ids\": [\"4e8fe8dd-f010-4166-8700-d7bbda398ffd\", \"7f32e032-880e-472c-97dd-e26564ca6015\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.534}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 890 and are less than 4181"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[890, 4181]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 7 users who have duration total strictly smaller than 1060 and bigger than 4411 + apply sorting by duration of sessions per week in descending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26318\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-03-17 13:35:29.000000+00:00\", \"2023-02-07 19:20:01.000000+00:00\", \"2021-12-17 20:34:53.000000+00:00\", \"2020-01-10 18:28:38.000000+00:00\", \"2020-10-15 01:18:45.000000+00:00\", \"2021-11-20 11:47:51.000000+00:00\", \"2019-08-29 09:09:04.000000+00:00\"], \"session_ids\": [\"8b530993-03bb-4f1a-8b97-be43a62785e5\", \"6437aa17-e576-411d-841a-1f8393edf04a\", \"c2f6f11e-4176-4d53-a3ed-333fa7fffadc\", \"ac884d99-dc3f-46b7-8f8f-6b28f884a3a0\", \"75033ca5-bdf8-43da-9aa0-f16faa89c27a\", \"b121386b-e90e-4cb6-bb27-aa2bffcfcbc5\", \"db733acc-b891-4d13-9857-243bc3860c77\"], \"total_duration\": 2034.0, \"total_sessions\": 7, \"mean_week_duration\": 9.971}, \"12732\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-02-12 23:15:29.000000+00:00\", \"2020-08-23 20:01:31.000000+00:00\"], \"session_ids\": [\"3da0d2f5-39ce-41cb-b3f5-b16e928376bd\", \"7f654a97-6776-4fcc-a623-a3a339bea54b\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 3.64}, \"40557\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-14 10:59:38.000000+00:00\", \"2023-01-02 11:06:20.000000+00:00\", \"2021-01-25 23:36:39.000000+00:00\"], \"session_ids\": [\"8bdef17e-ba2d-4834-b8a2-3fa26596c7d0\", \"8c204174-e10a-45ef-8ffd-f711eb5c9e69\", \"b84b6146-6579-45ac-b32f-70f5f364b54f\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}, \"33736\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-10-17 21:31:14.000000+00:00\", \"2023-04-24 16:52:21.000000+00:00\", \"2021-04-25 05:19:02.000000+00:00\", \"2021-11-27 07:00:15.000000+00:00\", \"2022-08-08 19:47:35.000000+00:00\", \"2022-04-01 04:28:33.000000+00:00\", \"2019-05-20 03:15:36.000000+00:00\", \"2022-02-07 16:46:32.000000+00:00\"], \"session_ids\": [\"505f83ca-81cb-4dab-b2a9-8180bbb8626f\", \"0110ec0d-5f10-4c89-ac1f-fefe4d3016de\", \"aa9e3c3e-7844-4e6c-abf1-2dbcfd618086\", \"4c6c33c6-b8d3-4a64-bb33-b7561076f713\", \"792dd432-9277-4834-ac95-ec33d73680ff\", \"ac4ed4f3-46be-48e2-810c-693e6407f484\", \"1eae2900-a7a2-46e4-ba4d-4459346944c1\", \"d64110e4-e6d2-480d-a40e-31fc802025fe\"], \"total_duration\": 2078.0, \"total_sessions\": 8, \"mean_week_duration\": 10.137}, \"54806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-06-21 08:52:01.000000+00:00\", \"2020-03-28 05:29:46.000000+00:00\", \"2019-01-21 01:52:21.000000+00:00\"], \"session_ids\": [\"e2fa8cb2-f730-46fd-aa53-ea1ba08d97c2\", \"1e78a9d7-c62f-4331-b4cc-71a7a0df2d5d\", \"18110b13-486e-4e06-8f6e-03ecd2f48c30\"], \"total_duration\": 899.0, \"total_sessions\": 3, \"mean_week_duration\": 7.135}, \"94925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-03 19:58:07.000000+00:00\", \"2019-11-02 12:35:01.000000+00:00\"], \"session_ids\": [\"5cd6811d-477f-4bfe-bf0e-250bdb024adf\", \"55dd58dd-ef29-47ae-85f9-46f9a3f1ada9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 31.071}, \"53879\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-12 15:04:17.000000+00:00\", \"2020-04-02 22:53:39.000000+00:00\", \"2021-11-04 18:35:25.000000+00:00\", \"2021-10-03 02:50:03.000000+00:00\"], \"session_ids\": [\"6d9e3172-05f6-4fdb-acdc-b5246e456a2a\", \"1a572b39-e14d-4e4b-9d49-5d003288a49b\", \"d38ac443-49a0-433b-b532-c5136a1d04d9\", \"15b41359-dc0d-4166-aac1-3b81f57c3305\"], \"total_duration\": 479.0, \"total_sessions\": 4, \"mean_week_duration\": 4.094}, \"17104\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-07 16:35:57.000000+00:00\", \"2021-09-03 07:25:15.000000+00:00\", \"2022-09-17 04:19:58.000000+00:00\", \"2021-09-11 18:13:22.000000+00:00\"], \"session_ids\": [\"7655dade-18e3-498d-ad7e-dc4d5fe8eabc\", \"a6d091d2-9fe1-48b1-b310-cc3e9d7bc182\", \"1103295c-a1e2-4f04-8787-2f3ebd1a09bb\", \"bf71cd8a-fb37-4b4a-8de6-6b3e3d0d9268\"], \"total_duration\": 1954.0, \"total_sessions\": 4, \"mean_week_duration\": 36.185}, \"11461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-04 10:31:20.000000+00:00\", \"2023-01-04 17:43:50.000000+00:00\", \"2021-08-03 01:39:25.000000+00:00\"], \"session_ids\": [\"378c7861-3365-466d-8b5f-cee6a54eed25\", \"61ca5f12-a6a6-4a54-b525-a4b9981827dd\", \"0d087cfc-2dba-4858-b402-51773fd48f1f\"], \"total_duration\": 877.0, \"total_sessions\": 3, \"mean_week_duration\": 11.693}, \"65467\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-10-02 05:06:19.000000+00:00\", \"2021-12-25 03:55:21.000000+00:00\"], \"session_ids\": [\"d28288e5-739b-4d89-8490-2411f5b1f15d\", \"e4f9edab-a91e-4422-a82f-4ea869e8ec52\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 3.376}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1060 and are equal or greater than 4411"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1060, 4411]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12732\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-02-12 23:15:29.000000+00:00\", \"2020-08-23 20:01:31.000000+00:00\"], \"session_ids\": [\"3da0d2f5-39ce-41cb-b3f5-b16e928376bd\", \"7f654a97-6776-4fcc-a623-a3a339bea54b\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 3.64}, \"40557\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-14 10:59:38.000000+00:00\", \"2023-01-02 11:06:20.000000+00:00\", \"2021-01-25 23:36:39.000000+00:00\"], \"session_ids\": [\"8bdef17e-ba2d-4834-b8a2-3fa26596c7d0\", \"8c204174-e10a-45ef-8ffd-f711eb5c9e69\", \"b84b6146-6579-45ac-b32f-70f5f364b54f\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}, \"54806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-06-21 08:52:01.000000+00:00\", \"2020-03-28 05:29:46.000000+00:00\", \"2019-01-21 01:52:21.000000+00:00\"], \"session_ids\": [\"e2fa8cb2-f730-46fd-aa53-ea1ba08d97c2\", \"1e78a9d7-c62f-4331-b4cc-71a7a0df2d5d\", \"18110b13-486e-4e06-8f6e-03ecd2f48c30\"], \"total_duration\": 899.0, \"total_sessions\": 3, \"mean_week_duration\": 7.135}, \"94925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-03 19:58:07.000000+00:00\", \"2019-11-02 12:35:01.000000+00:00\"], \"session_ids\": [\"5cd6811d-477f-4bfe-bf0e-250bdb024adf\", \"55dd58dd-ef29-47ae-85f9-46f9a3f1ada9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 31.071}, \"53879\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-12 15:04:17.000000+00:00\", \"2020-04-02 22:53:39.000000+00:00\", \"2021-11-04 18:35:25.000000+00:00\", \"2021-10-03 02:50:03.000000+00:00\"], \"session_ids\": [\"6d9e3172-05f6-4fdb-acdc-b5246e456a2a\", \"1a572b39-e14d-4e4b-9d49-5d003288a49b\", \"d38ac443-49a0-433b-b532-c5136a1d04d9\", \"15b41359-dc0d-4166-aac1-3b81f57c3305\"], \"total_duration\": 479.0, \"total_sessions\": 4, \"mean_week_duration\": 4.094}, \"11461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-04 10:31:20.000000+00:00\", \"2023-01-04 17:43:50.000000+00:00\", \"2021-08-03 01:39:25.000000+00:00\"], \"session_ids\": [\"378c7861-3365-466d-8b5f-cee6a54eed25\", \"61ca5f12-a6a6-4a54-b525-a4b9981827dd\", \"0d087cfc-2dba-4858-b402-51773fd48f1f\"], \"total_duration\": 877.0, \"total_sessions\": 3, \"mean_week_duration\": 11.693}, \"65467\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-10-02 05:06:19.000000+00:00\", \"2021-12-25 03:55:21.000000+00:00\"], \"session_ids\": [\"d28288e5-739b-4d89-8490-2411f5b1f15d\", \"e4f9edab-a91e-4422-a82f-4ea869e8ec52\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 3.376}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-03 19:58:07.000000+00:00\", \"2019-11-02 12:35:01.000000+00:00\"], \"session_ids\": [\"5cd6811d-477f-4bfe-bf0e-250bdb024adf\", \"55dd58dd-ef29-47ae-85f9-46f9a3f1ada9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 31.071}}, {\"11461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-04 10:31:20.000000+00:00\", \"2023-01-04 17:43:50.000000+00:00\", \"2021-08-03 01:39:25.000000+00:00\"], \"session_ids\": [\"378c7861-3365-466d-8b5f-cee6a54eed25\", \"61ca5f12-a6a6-4a54-b525-a4b9981827dd\", \"0d087cfc-2dba-4858-b402-51773fd48f1f\"], \"total_duration\": 877.0, \"total_sessions\": 3, \"mean_week_duration\": 11.693}}, {\"54806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-06-21 08:52:01.000000+00:00\", \"2020-03-28 05:29:46.000000+00:00\", \"2019-01-21 01:52:21.000000+00:00\"], \"session_ids\": [\"e2fa8cb2-f730-46fd-aa53-ea1ba08d97c2\", \"1e78a9d7-c62f-4331-b4cc-71a7a0df2d5d\", \"18110b13-486e-4e06-8f6e-03ecd2f48c30\"], \"total_duration\": 899.0, \"total_sessions\": 3, \"mean_week_duration\": 7.135}}, {\"53879\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-12 15:04:17.000000+00:00\", \"2020-04-02 22:53:39.000000+00:00\", \"2021-11-04 18:35:25.000000+00:00\", \"2021-10-03 02:50:03.000000+00:00\"], \"session_ids\": [\"6d9e3172-05f6-4fdb-acdc-b5246e456a2a\", \"1a572b39-e14d-4e4b-9d49-5d003288a49b\", \"d38ac443-49a0-433b-b532-c5136a1d04d9\", \"15b41359-dc0d-4166-aac1-3b81f57c3305\"], \"total_duration\": 479.0, \"total_sessions\": 4, \"mean_week_duration\": 4.094}}, {\"12732\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-02-12 23:15:29.000000+00:00\", \"2020-08-23 20:01:31.000000+00:00\"], \"session_ids\": [\"3da0d2f5-39ce-41cb-b3f5-b16e928376bd\", \"7f654a97-6776-4fcc-a623-a3a339bea54b\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 3.64}}, {\"65467\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-10-02 05:06:19.000000+00:00\", \"2021-12-25 03:55:21.000000+00:00\"], \"session_ids\": [\"d28288e5-739b-4d89-8490-2411f5b1f15d\", \"e4f9edab-a91e-4422-a82f-4ea869e8ec52\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 3.376}}, {\"40557\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-14 10:59:38.000000+00:00\", \"2023-01-02 11:06:20.000000+00:00\", \"2021-01-25 23:36:39.000000+00:00\"], \"session_ids\": [\"8bdef17e-ba2d-4834-b8a2-3fa26596c7d0\", \"8c204174-e10a-45ef-8ffd-f711eb5c9e69\", \"b84b6146-6579-45ac-b32f-70f5f364b54f\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-03 19:58:07.000000+00:00\", \"2019-11-02 12:35:01.000000+00:00\"], \"session_ids\": [\"5cd6811d-477f-4bfe-bf0e-250bdb024adf\", \"55dd58dd-ef29-47ae-85f9-46f9a3f1ada9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 31.071}}, {\"11461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-04 10:31:20.000000+00:00\", \"2023-01-04 17:43:50.000000+00:00\", \"2021-08-03 01:39:25.000000+00:00\"], \"session_ids\": [\"378c7861-3365-466d-8b5f-cee6a54eed25\", \"61ca5f12-a6a6-4a54-b525-a4b9981827dd\", \"0d087cfc-2dba-4858-b402-51773fd48f1f\"], \"total_duration\": 877.0, \"total_sessions\": 3, \"mean_week_duration\": 11.693}}, {\"54806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-06-21 08:52:01.000000+00:00\", \"2020-03-28 05:29:46.000000+00:00\", \"2019-01-21 01:52:21.000000+00:00\"], \"session_ids\": [\"e2fa8cb2-f730-46fd-aa53-ea1ba08d97c2\", \"1e78a9d7-c62f-4331-b4cc-71a7a0df2d5d\", \"18110b13-486e-4e06-8f6e-03ecd2f48c30\"], \"total_duration\": 899.0, \"total_sessions\": 3, \"mean_week_duration\": 7.135}}, {\"53879\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-12 15:04:17.000000+00:00\", \"2020-04-02 22:53:39.000000+00:00\", \"2021-11-04 18:35:25.000000+00:00\", \"2021-10-03 02:50:03.000000+00:00\"], \"session_ids\": [\"6d9e3172-05f6-4fdb-acdc-b5246e456a2a\", \"1a572b39-e14d-4e4b-9d49-5d003288a49b\", \"d38ac443-49a0-433b-b532-c5136a1d04d9\", \"15b41359-dc0d-4166-aac1-3b81f57c3305\"], \"total_duration\": 479.0, \"total_sessions\": 4, \"mean_week_duration\": 4.094}}, {\"12732\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-02-12 23:15:29.000000+00:00\", \"2020-08-23 20:01:31.000000+00:00\"], \"session_ids\": [\"3da0d2f5-39ce-41cb-b3f5-b16e928376bd\", \"7f654a97-6776-4fcc-a623-a3a339bea54b\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 3.64}}, {\"65467\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-10-02 05:06:19.000000+00:00\", \"2021-12-25 03:55:21.000000+00:00\"], \"session_ids\": [\"d28288e5-739b-4d89-8490-2411f5b1f15d\", \"e4f9edab-a91e-4422-a82f-4ea869e8ec52\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 3.376}}, {\"40557\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-14 10:59:38.000000+00:00\", \"2023-01-02 11:06:20.000000+00:00\", \"2021-01-25 23:36:39.000000+00:00\"], \"session_ids\": [\"8bdef17e-ba2d-4834-b8a2-3fa26596c7d0\", \"8c204174-e10a-45ef-8ffd-f711eb5c9e69\", \"b84b6146-6579-45ac-b32f-70f5f364b54f\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94925\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-03 19:58:07.000000+00:00\", \"2019-11-02 12:35:01.000000+00:00\"], \"session_ids\": [\"5cd6811d-477f-4bfe-bf0e-250bdb024adf\", \"55dd58dd-ef29-47ae-85f9-46f9a3f1ada9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 31.071}}, {\"11461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-04 10:31:20.000000+00:00\", \"2023-01-04 17:43:50.000000+00:00\", \"2021-08-03 01:39:25.000000+00:00\"], \"session_ids\": [\"378c7861-3365-466d-8b5f-cee6a54eed25\", \"61ca5f12-a6a6-4a54-b525-a4b9981827dd\", \"0d087cfc-2dba-4858-b402-51773fd48f1f\"], \"total_duration\": 877.0, \"total_sessions\": 3, \"mean_week_duration\": 11.693}}, {\"54806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-06-21 08:52:01.000000+00:00\", \"2020-03-28 05:29:46.000000+00:00\", \"2019-01-21 01:52:21.000000+00:00\"], \"session_ids\": [\"e2fa8cb2-f730-46fd-aa53-ea1ba08d97c2\", \"1e78a9d7-c62f-4331-b4cc-71a7a0df2d5d\", \"18110b13-486e-4e06-8f6e-03ecd2f48c30\"], \"total_duration\": 899.0, \"total_sessions\": 3, \"mean_week_duration\": 7.135}}, {\"53879\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-12 15:04:17.000000+00:00\", \"2020-04-02 22:53:39.000000+00:00\", \"2021-11-04 18:35:25.000000+00:00\", \"2021-10-03 02:50:03.000000+00:00\"], \"session_ids\": [\"6d9e3172-05f6-4fdb-acdc-b5246e456a2a\", \"1a572b39-e14d-4e4b-9d49-5d003288a49b\", \"d38ac443-49a0-433b-b532-c5136a1d04d9\", \"15b41359-dc0d-4166-aac1-3b81f57c3305\"], \"total_duration\": 479.0, \"total_sessions\": 4, \"mean_week_duration\": 4.094}}, {\"12732\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-02-12 23:15:29.000000+00:00\", \"2020-08-23 20:01:31.000000+00:00\"], \"session_ids\": [\"3da0d2f5-39ce-41cb-b3f5-b16e928376bd\", \"7f654a97-6776-4fcc-a623-a3a339bea54b\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 3.64}}, {\"65467\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-10-02 05:06:19.000000+00:00\", \"2021-12-25 03:55:21.000000+00:00\"], \"session_ids\": [\"d28288e5-739b-4d89-8490-2411f5b1f15d\", \"e4f9edab-a91e-4422-a82f-4ea869e8ec52\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 3.376}}, {\"40557\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-14 10:59:38.000000+00:00\", \"2023-01-02 11:06:20.000000+00:00\", \"2021-01-25 23:36:39.000000+00:00\"], \"session_ids\": [\"8bdef17e-ba2d-4834-b8a2-3fa26596c7d0\", \"8c204174-e10a-45ef-8ffd-f711eb5c9e69\", \"b84b6146-6579-45ac-b32f-70f5f364b54f\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.156}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on user who is a resident of cities Quito, Buenos Aires, Santiago, Nassau, Dublin plus implement sorting by total sessoins count from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69308\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-27 15:10:23.000000+00:00\", \"2022-02-05 20:00:51.000000+00:00\", \"2020-06-16 04:12:29.000000+00:00\", \"2020-10-03 15:46:36.000000+00:00\", \"2019-02-19 22:44:31.000000+00:00\", \"2022-08-09 15:59:04.000000+00:00\"], \"session_ids\": [\"33a9efb9-e96a-4c8b-885e-e9f30a209cf5\", \"8fd43ca1-5296-4428-8711-98621253a40a\", \"28110256-6107-4d23-8425-83a0d209fe1c\", \"a564c23f-5c05-40c7-81ad-d507531d0614\", \"28f9f51a-62f9-4d2a-8ac3-eeb7366a885d\", \"a11f5055-2b77-459d-a633-5659a0f4f687\"], \"total_duration\": 68.0, \"total_sessions\": 6, \"mean_week_duration\": 0.376}, \"96069\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-05-14 03:57:39.000000+00:00\", \"2019-05-25 21:27:08.000000+00:00\"], \"session_ids\": [\"06280e4a-3ab0-491b-96b0-aaf15b781748\", \"cf33621c-16fd-4376-8d62-53da88ed09e3\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 1.599}, \"16714\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-15 12:39:28.000000+00:00\", \"2022-11-17 11:57:02.000000+00:00\"], \"session_ids\": [\"92aca747-99a4-41db-96a4-581b9f380ae8\", \"f42bc404-db7a-4301-9f95-b58ffc530971\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 10.773}, \"70593\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-17 08:24:03.000000+00:00\", \"2021-05-21 12:42:12.000000+00:00\"], \"session_ids\": [\"f6b401ab-81a8-4a63-9941-4d03b634bad6\", \"f8c77330-360c-4ae8-9984-09e887d0d9bd\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 5.357}, \"47961\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-05-16 09:28:25.000000+00:00\", \"2021-05-07 17:40:57.000000+00:00\", \"2021-05-23 08:42:53.000000+00:00\", \"2020-03-09 16:09:09.000000+00:00\", \"2020-05-14 23:09:16.000000+00:00\"], \"session_ids\": [\"b1f280a5-df2a-4a9b-b68a-985ed1934aec\", \"9639a987-0c39-450c-a355-7c0b7761e5b0\", \"2e5cab19-fd73-40d4-a7d4-ae26419fcdf6\", \"6467b5db-9db2-462e-9e7d-743908f25734\", \"e2f7da0d-290e-4b77-89dd-277cea0a8656\"], \"total_duration\": 1100.0, \"total_sessions\": 5, \"mean_week_duration\": 9.649}, \"86745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2020-10-18 15:45:18.000000+00:00\", \"2022-05-04 15:13:39.000000+00:00\"], \"session_ids\": [\"dbffbbd3-5526-4230-a187-8f3a452ce017\", \"17086ceb-1702-47fd-b628-18353609ef2d\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 3.593}, \"19082\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-01 09:02:37.000000+00:00\", \"2019-07-31 06:54:36.000000+00:00\"], \"session_ids\": [\"16400995-34c7-499c-bf3e-c5013f624797\", \"6ab1d6bc-3647-4d86-8dd2-ec6dbce0f835\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.432}, \"24564\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-03 13:56:16.000000+00:00\", \"2020-11-10 03:38:46.000000+00:00\", \"2022-03-13 00:43:56.000000+00:00\", \"2020-11-11 01:19:40.000000+00:00\", \"2019-09-05 19:02:50.000000+00:00\"], \"session_ids\": [\"358ead78-b62f-4370-91e7-c21a7abf8c0a\", \"f5d41654-5400-450d-b38d-3c2ee266cb37\", \"cb6d38a3-8dcb-4e22-9011-772e06dd52ee\", \"d5b8add4-1de1-48bb-81d1-8970dbd13288\", \"075caae0-f5fd-4791-8de9-abc2c1f5dca8\"], \"total_duration\": 3428.0, \"total_sessions\": 5, \"mean_week_duration\": 25.97}, \"12987\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-03-27 19:24:02.000000+00:00\", \"2019-08-02 11:38:08.000000+00:00\"], \"session_ids\": [\"e440b340-b0fd-4111-9116-1d2c8e6a4a81\", \"98093b4d-b7e9-4043-9703-821f133a92bb\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 11.853}, \"71876\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-01 16:19:33.000000+00:00\", \"2020-10-10 01:20:16.000000+00:00\", \"2020-07-30 21:56:44.000000+00:00\", \"2021-09-10 12:47:08.000000+00:00\"], \"session_ids\": [\"f5201393-5e03-43ba-bc90-36194b40eb4e\", \"35905874-ba10-4555-9492-dba958c526f2\", \"50c4cadc-01d7-4af3-8171-92a2a9e2da8c\", \"631f88a4-9f9d-4b98-b1df-929c3712efaa\"], \"total_duration\": 634.0, \"total_sessions\": 4, \"mean_week_duration\": 5.373}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Quito, Buenos Aires, Santiago, Nassau, Dublin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Quito\", \"Buenos Aires\", \"Santiago\", \"Nassau\", \"Dublin\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69308\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-27 15:10:23.000000+00:00\", \"2022-02-05 20:00:51.000000+00:00\", \"2020-06-16 04:12:29.000000+00:00\", \"2020-10-03 15:46:36.000000+00:00\", \"2019-02-19 22:44:31.000000+00:00\", \"2022-08-09 15:59:04.000000+00:00\"], \"session_ids\": [\"33a9efb9-e96a-4c8b-885e-e9f30a209cf5\", \"8fd43ca1-5296-4428-8711-98621253a40a\", \"28110256-6107-4d23-8425-83a0d209fe1c\", \"a564c23f-5c05-40c7-81ad-d507531d0614\", \"28f9f51a-62f9-4d2a-8ac3-eeb7366a885d\", \"a11f5055-2b77-459d-a633-5659a0f4f687\"], \"total_duration\": 68.0, \"total_sessions\": 6, \"mean_week_duration\": 0.376}, \"24564\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-03 13:56:16.000000+00:00\", \"2020-11-10 03:38:46.000000+00:00\", \"2022-03-13 00:43:56.000000+00:00\", \"2020-11-11 01:19:40.000000+00:00\", \"2019-09-05 19:02:50.000000+00:00\"], \"session_ids\": [\"358ead78-b62f-4370-91e7-c21a7abf8c0a\", \"f5d41654-5400-450d-b38d-3c2ee266cb37\", \"cb6d38a3-8dcb-4e22-9011-772e06dd52ee\", \"d5b8add4-1de1-48bb-81d1-8970dbd13288\", \"075caae0-f5fd-4791-8de9-abc2c1f5dca8\"], \"total_duration\": 3428.0, \"total_sessions\": 5, \"mean_week_duration\": 25.97}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"69308\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-27 15:10:23.000000+00:00\", \"2022-02-05 20:00:51.000000+00:00\", \"2020-06-16 04:12:29.000000+00:00\", \"2020-10-03 15:46:36.000000+00:00\", \"2019-02-19 22:44:31.000000+00:00\", \"2022-08-09 15:59:04.000000+00:00\"], \"session_ids\": [\"33a9efb9-e96a-4c8b-885e-e9f30a209cf5\", \"8fd43ca1-5296-4428-8711-98621253a40a\", \"28110256-6107-4d23-8425-83a0d209fe1c\", \"a564c23f-5c05-40c7-81ad-d507531d0614\", \"28f9f51a-62f9-4d2a-8ac3-eeb7366a885d\", \"a11f5055-2b77-459d-a633-5659a0f4f687\"], \"total_duration\": 68.0, \"total_sessions\": 6, \"mean_week_duration\": 0.376}}, {\"24564\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-03 13:56:16.000000+00:00\", \"2020-11-10 03:38:46.000000+00:00\", \"2022-03-13 00:43:56.000000+00:00\", \"2020-11-11 01:19:40.000000+00:00\", \"2019-09-05 19:02:50.000000+00:00\"], \"session_ids\": [\"358ead78-b62f-4370-91e7-c21a7abf8c0a\", \"f5d41654-5400-450d-b38d-3c2ee266cb37\", \"cb6d38a3-8dcb-4e22-9011-772e06dd52ee\", \"d5b8add4-1de1-48bb-81d1-8970dbd13288\", \"075caae0-f5fd-4791-8de9-abc2c1f5dca8\"], \"total_duration\": 3428.0, \"total_sessions\": 5, \"mean_week_duration\": 25.97}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"69308\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-27 15:10:23.000000+00:00\", \"2022-02-05 20:00:51.000000+00:00\", \"2020-06-16 04:12:29.000000+00:00\", \"2020-10-03 15:46:36.000000+00:00\", \"2019-02-19 22:44:31.000000+00:00\", \"2022-08-09 15:59:04.000000+00:00\"], \"session_ids\": [\"33a9efb9-e96a-4c8b-885e-e9f30a209cf5\", \"8fd43ca1-5296-4428-8711-98621253a40a\", \"28110256-6107-4d23-8425-83a0d209fe1c\", \"a564c23f-5c05-40c7-81ad-d507531d0614\", \"28f9f51a-62f9-4d2a-8ac3-eeb7366a885d\", \"a11f5055-2b77-459d-a633-5659a0f4f687\"], \"total_duration\": 68.0, \"total_sessions\": 6, \"mean_week_duration\": 0.376}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"69308\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-27 15:10:23.000000+00:00\", \"2022-02-05 20:00:51.000000+00:00\", \"2020-06-16 04:12:29.000000+00:00\", \"2020-10-03 15:46:36.000000+00:00\", \"2019-02-19 22:44:31.000000+00:00\", \"2022-08-09 15:59:04.000000+00:00\"], \"session_ids\": [\"33a9efb9-e96a-4c8b-885e-e9f30a209cf5\", \"8fd43ca1-5296-4428-8711-98621253a40a\", \"28110256-6107-4d23-8425-83a0d209fe1c\", \"a564c23f-5c05-40c7-81ad-d507531d0614\", \"28f9f51a-62f9-4d2a-8ac3-eeb7366a885d\", \"a11f5055-2b77-459d-a633-5659a0f4f687\"], \"total_duration\": 68.0, \"total_sessions\": 6, \"mean_week_duration\": 0.376}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 8 users who don't belong to cities Havana, Dublin, Manila, Nairobi additionaly apply sorting by app usage time per week in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16792\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-25 14:38:56.000000+00:00\", \"2021-06-01 16:03:13.000000+00:00\"], \"session_ids\": [\"066e5b32-237d-4838-9204-4fce13ca46f6\", \"6e7eb6a5-d016-44f2-91af-27f37b121354\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 8.549}, \"94467\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-06 20:25:22.000000+00:00\", \"2021-08-01 19:13:11.000000+00:00\"], \"session_ids\": [\"0625572a-5ff3-4648-a77c-abe9312a5c5b\", \"68d2a394-39ce-452f-adc3-097d750ad738\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 19.421}, \"93579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-03 02:09:27.000000+00:00\", \"2019-07-10 09:38:38.000000+00:00\", \"2019-03-06 05:13:40.000000+00:00\", \"2019-04-01 13:13:17.000000+00:00\", \"2021-05-02 02:38:28.000000+00:00\", \"2022-06-29 02:09:13.000000+00:00\", \"2022-01-30 08:41:58.000000+00:00\", \"2020-11-28 07:47:32.000000+00:00\", \"2021-05-24 14:20:03.000000+00:00\", \"2022-08-04 00:42:06.000000+00:00\"], \"session_ids\": [\"311b6e8a-c671-4c45-8388-622ce4c53265\", \"adf4f125-7d19-478f-bd6a-1a97af7094dd\", \"d7f44761-8b37-460e-9bb0-a13f2301d6fc\", \"ecc3b4da-af33-4bd8-a3a6-8028da16d5b1\", \"9f2f7a6f-4336-4311-af9b-a3e1adba0551\", \"40d421a6-f68c-43e4-888b-ccb8d9ff48e2\", \"c076777e-62df-4708-8b75-eb10b02843e7\", \"664e0e0f-6c35-407d-bf6c-6a9904d93278\", \"a6803e33-0c88-4ce4-9b23-1db576487938\", \"4a2aa8e4-78c3-48e8-9907-66e1f1022b4f\"], \"total_duration\": 30270.0, \"total_sessions\": 10, \"mean_week_duration\": 154.439}, \"37291\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-09-23 17:14:23.000000+00:00\", \"2022-10-01 07:58:41.000000+00:00\"], \"session_ids\": [\"a24c1d51-1cea-4a45-ae7d-3b1c8ed595bb\", \"1e30d416-c790-4a66-8811-aeaceacd222e\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.703}, \"43517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-03-18 21:34:55.000000+00:00\", \"2020-02-16 12:37:21.000000+00:00\"], \"session_ids\": [\"a4ef4147-b48d-4320-8a16-9edb2c2d8670\", \"e8b0f717-b393-4b9f-8e30-7401262a0685\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 26.0}, \"81521\": {\"keyflows\": {\"Sign In Flow\": 11, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-11 18:08:39.000000+00:00\", \"2021-11-25 15:28:30.000000+00:00\"], \"session_ids\": [\"757e72bc-5408-44b5-8a67-3246f72526bf\", \"2a3cb960-33f3-4cf5-a35b-7210d737e33c\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.173}, \"57171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-01 12:19:08.000000+00:00\", \"2021-05-28 04:34:52.000000+00:00\", \"2023-02-02 04:51:43.000000+00:00\", \"2020-02-02 18:34:16.000000+00:00\"], \"session_ids\": [\"58043beb-2e42-420d-b425-c48e6ad8c7eb\", \"8a5770fe-990f-4e5c-b8ac-756fa6d732e2\", \"c8010031-dc70-40ad-bd13-570ea3cb87e5\", \"a87f120c-2ec0-4cd3-b563-0ad7061a7c05\"], \"total_duration\": 548.0, \"total_sessions\": 4, \"mean_week_duration\": 3.404}, \"17823\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-21 09:59:21.000000+00:00\", \"2021-09-07 23:28:34.000000+00:00\"], \"session_ids\": [\"1a53fbea-1cc8-4bfb-beec-bd46240d41ce\", \"d45ffb6a-7d39-40f4-9a18-9d35ef65a8f0\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"2848\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-30 07:26:52.000000+00:00\", \"2019-01-29 08:09:15.000000+00:00\", \"2019-02-12 08:34:53.000000+00:00\", \"2019-01-21 13:16:09.000000+00:00\", \"2020-06-01 02:39:59.000000+00:00\", \"2020-11-11 07:54:17.000000+00:00\", \"2022-11-19 11:09:06.000000+00:00\", \"2021-01-22 07:26:18.000000+00:00\"], \"session_ids\": [\"b7244a1c-72cb-4f21-86bb-b093abd5851c\", \"93e8f334-772e-4461-bbb9-245d8143b52d\", \"13b56ea5-a6d3-4d23-9fa5-23157917d27c\", \"b9b4ec78-fbea-48db-b2a7-4263640f8cfd\", \"b3124240-6443-4c22-8e11-94b3c20b9c6f\", \"e92d8830-d124-4b6b-8a97-06899c93d604\", \"194d1021-a67e-4954-af5d-6306c5ff12a9\", \"7b9680e8-befa-4e13-8902-832a9b62bc13\"], \"total_duration\": 8185.0, \"total_sessions\": 8, \"mean_week_duration\": 37.374}, \"46796\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-17 11:52:42.000000+00:00\", \"2019-09-07 04:10:32.000000+00:00\"], \"session_ids\": [\"54223b36-cf7f-411f-89c7-93f63b5a991a\", \"790d71c2-0804-4f0b-b6cd-6f8da2b33b70\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 2.09}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Havana, Dublin, Manila, Nairobi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Havana\", \"Dublin\", \"Manila\", \"Nairobi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16792\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-25 14:38:56.000000+00:00\", \"2021-06-01 16:03:13.000000+00:00\"], \"session_ids\": [\"066e5b32-237d-4838-9204-4fce13ca46f6\", \"6e7eb6a5-d016-44f2-91af-27f37b121354\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 8.549}, \"94467\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-06 20:25:22.000000+00:00\", \"2021-08-01 19:13:11.000000+00:00\"], \"session_ids\": [\"0625572a-5ff3-4648-a77c-abe9312a5c5b\", \"68d2a394-39ce-452f-adc3-097d750ad738\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 19.421}, \"93579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-03 02:09:27.000000+00:00\", \"2019-07-10 09:38:38.000000+00:00\", \"2019-03-06 05:13:40.000000+00:00\", \"2019-04-01 13:13:17.000000+00:00\", \"2021-05-02 02:38:28.000000+00:00\", \"2022-06-29 02:09:13.000000+00:00\", \"2022-01-30 08:41:58.000000+00:00\", \"2020-11-28 07:47:32.000000+00:00\", \"2021-05-24 14:20:03.000000+00:00\", \"2022-08-04 00:42:06.000000+00:00\"], \"session_ids\": [\"311b6e8a-c671-4c45-8388-622ce4c53265\", \"adf4f125-7d19-478f-bd6a-1a97af7094dd\", \"d7f44761-8b37-460e-9bb0-a13f2301d6fc\", \"ecc3b4da-af33-4bd8-a3a6-8028da16d5b1\", \"9f2f7a6f-4336-4311-af9b-a3e1adba0551\", \"40d421a6-f68c-43e4-888b-ccb8d9ff48e2\", \"c076777e-62df-4708-8b75-eb10b02843e7\", \"664e0e0f-6c35-407d-bf6c-6a9904d93278\", \"a6803e33-0c88-4ce4-9b23-1db576487938\", \"4a2aa8e4-78c3-48e8-9907-66e1f1022b4f\"], \"total_duration\": 30270.0, \"total_sessions\": 10, \"mean_week_duration\": 154.439}, \"43517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-03-18 21:34:55.000000+00:00\", \"2020-02-16 12:37:21.000000+00:00\"], \"session_ids\": [\"a4ef4147-b48d-4320-8a16-9edb2c2d8670\", \"e8b0f717-b393-4b9f-8e30-7401262a0685\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 26.0}, \"57171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-01 12:19:08.000000+00:00\", \"2021-05-28 04:34:52.000000+00:00\", \"2023-02-02 04:51:43.000000+00:00\", \"2020-02-02 18:34:16.000000+00:00\"], \"session_ids\": [\"58043beb-2e42-420d-b425-c48e6ad8c7eb\", \"8a5770fe-990f-4e5c-b8ac-756fa6d732e2\", \"c8010031-dc70-40ad-bd13-570ea3cb87e5\", \"a87f120c-2ec0-4cd3-b563-0ad7061a7c05\"], \"total_duration\": 548.0, \"total_sessions\": 4, \"mean_week_duration\": 3.404}, \"17823\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-21 09:59:21.000000+00:00\", \"2021-09-07 23:28:34.000000+00:00\"], \"session_ids\": [\"1a53fbea-1cc8-4bfb-beec-bd46240d41ce\", \"d45ffb6a-7d39-40f4-9a18-9d35ef65a8f0\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"2848\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-30 07:26:52.000000+00:00\", \"2019-01-29 08:09:15.000000+00:00\", \"2019-02-12 08:34:53.000000+00:00\", \"2019-01-21 13:16:09.000000+00:00\", \"2020-06-01 02:39:59.000000+00:00\", \"2020-11-11 07:54:17.000000+00:00\", \"2022-11-19 11:09:06.000000+00:00\", \"2021-01-22 07:26:18.000000+00:00\"], \"session_ids\": [\"b7244a1c-72cb-4f21-86bb-b093abd5851c\", \"93e8f334-772e-4461-bbb9-245d8143b52d\", \"13b56ea5-a6d3-4d23-9fa5-23157917d27c\", \"b9b4ec78-fbea-48db-b2a7-4263640f8cfd\", \"b3124240-6443-4c22-8e11-94b3c20b9c6f\", \"e92d8830-d124-4b6b-8a97-06899c93d604\", \"194d1021-a67e-4954-af5d-6306c5ff12a9\", \"7b9680e8-befa-4e13-8902-832a9b62bc13\"], \"total_duration\": 8185.0, \"total_sessions\": 8, \"mean_week_duration\": 37.374}, \"46796\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-17 11:52:42.000000+00:00\", \"2019-09-07 04:10:32.000000+00:00\"], \"session_ids\": [\"54223b36-cf7f-411f-89c7-93f63b5a991a\", \"790d71c2-0804-4f0b-b6cd-6f8da2b33b70\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 2.09}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-03 02:09:27.000000+00:00\", \"2019-07-10 09:38:38.000000+00:00\", \"2019-03-06 05:13:40.000000+00:00\", \"2019-04-01 13:13:17.000000+00:00\", \"2021-05-02 02:38:28.000000+00:00\", \"2022-06-29 02:09:13.000000+00:00\", \"2022-01-30 08:41:58.000000+00:00\", \"2020-11-28 07:47:32.000000+00:00\", \"2021-05-24 14:20:03.000000+00:00\", \"2022-08-04 00:42:06.000000+00:00\"], \"session_ids\": [\"311b6e8a-c671-4c45-8388-622ce4c53265\", \"adf4f125-7d19-478f-bd6a-1a97af7094dd\", \"d7f44761-8b37-460e-9bb0-a13f2301d6fc\", \"ecc3b4da-af33-4bd8-a3a6-8028da16d5b1\", \"9f2f7a6f-4336-4311-af9b-a3e1adba0551\", \"40d421a6-f68c-43e4-888b-ccb8d9ff48e2\", \"c076777e-62df-4708-8b75-eb10b02843e7\", \"664e0e0f-6c35-407d-bf6c-6a9904d93278\", \"a6803e33-0c88-4ce4-9b23-1db576487938\", \"4a2aa8e4-78c3-48e8-9907-66e1f1022b4f\"], \"total_duration\": 30270.0, \"total_sessions\": 10, \"mean_week_duration\": 154.439}}, {\"2848\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-30 07:26:52.000000+00:00\", \"2019-01-29 08:09:15.000000+00:00\", \"2019-02-12 08:34:53.000000+00:00\", \"2019-01-21 13:16:09.000000+00:00\", \"2020-06-01 02:39:59.000000+00:00\", \"2020-11-11 07:54:17.000000+00:00\", \"2022-11-19 11:09:06.000000+00:00\", \"2021-01-22 07:26:18.000000+00:00\"], \"session_ids\": [\"b7244a1c-72cb-4f21-86bb-b093abd5851c\", \"93e8f334-772e-4461-bbb9-245d8143b52d\", \"13b56ea5-a6d3-4d23-9fa5-23157917d27c\", \"b9b4ec78-fbea-48db-b2a7-4263640f8cfd\", \"b3124240-6443-4c22-8e11-94b3c20b9c6f\", \"e92d8830-d124-4b6b-8a97-06899c93d604\", \"194d1021-a67e-4954-af5d-6306c5ff12a9\", \"7b9680e8-befa-4e13-8902-832a9b62bc13\"], \"total_duration\": 8185.0, \"total_sessions\": 8, \"mean_week_duration\": 37.374}}, {\"43517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-03-18 21:34:55.000000+00:00\", \"2020-02-16 12:37:21.000000+00:00\"], \"session_ids\": [\"a4ef4147-b48d-4320-8a16-9edb2c2d8670\", \"e8b0f717-b393-4b9f-8e30-7401262a0685\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 26.0}}, {\"94467\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-06 20:25:22.000000+00:00\", \"2021-08-01 19:13:11.000000+00:00\"], \"session_ids\": [\"0625572a-5ff3-4648-a77c-abe9312a5c5b\", \"68d2a394-39ce-452f-adc3-097d750ad738\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 19.421}}, {\"16792\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-25 14:38:56.000000+00:00\", \"2021-06-01 16:03:13.000000+00:00\"], \"session_ids\": [\"066e5b32-237d-4838-9204-4fce13ca46f6\", \"6e7eb6a5-d016-44f2-91af-27f37b121354\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 8.549}}, {\"57171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-01 12:19:08.000000+00:00\", \"2021-05-28 04:34:52.000000+00:00\", \"2023-02-02 04:51:43.000000+00:00\", \"2020-02-02 18:34:16.000000+00:00\"], \"session_ids\": [\"58043beb-2e42-420d-b425-c48e6ad8c7eb\", \"8a5770fe-990f-4e5c-b8ac-756fa6d732e2\", \"c8010031-dc70-40ad-bd13-570ea3cb87e5\", \"a87f120c-2ec0-4cd3-b563-0ad7061a7c05\"], \"total_duration\": 548.0, \"total_sessions\": 4, \"mean_week_duration\": 3.404}}, {\"46796\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-17 11:52:42.000000+00:00\", \"2019-09-07 04:10:32.000000+00:00\"], \"session_ids\": [\"54223b36-cf7f-411f-89c7-93f63b5a991a\", \"790d71c2-0804-4f0b-b6cd-6f8da2b33b70\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 2.09}}, {\"17823\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-21 09:59:21.000000+00:00\", \"2021-09-07 23:28:34.000000+00:00\"], \"session_ids\": [\"1a53fbea-1cc8-4bfb-beec-bd46240d41ce\", \"d45ffb6a-7d39-40f4-9a18-9d35ef65a8f0\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-03 02:09:27.000000+00:00\", \"2019-07-10 09:38:38.000000+00:00\", \"2019-03-06 05:13:40.000000+00:00\", \"2019-04-01 13:13:17.000000+00:00\", \"2021-05-02 02:38:28.000000+00:00\", \"2022-06-29 02:09:13.000000+00:00\", \"2022-01-30 08:41:58.000000+00:00\", \"2020-11-28 07:47:32.000000+00:00\", \"2021-05-24 14:20:03.000000+00:00\", \"2022-08-04 00:42:06.000000+00:00\"], \"session_ids\": [\"311b6e8a-c671-4c45-8388-622ce4c53265\", \"adf4f125-7d19-478f-bd6a-1a97af7094dd\", \"d7f44761-8b37-460e-9bb0-a13f2301d6fc\", \"ecc3b4da-af33-4bd8-a3a6-8028da16d5b1\", \"9f2f7a6f-4336-4311-af9b-a3e1adba0551\", \"40d421a6-f68c-43e4-888b-ccb8d9ff48e2\", \"c076777e-62df-4708-8b75-eb10b02843e7\", \"664e0e0f-6c35-407d-bf6c-6a9904d93278\", \"a6803e33-0c88-4ce4-9b23-1db576487938\", \"4a2aa8e4-78c3-48e8-9907-66e1f1022b4f\"], \"total_duration\": 30270.0, \"total_sessions\": 10, \"mean_week_duration\": 154.439}}, {\"2848\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-30 07:26:52.000000+00:00\", \"2019-01-29 08:09:15.000000+00:00\", \"2019-02-12 08:34:53.000000+00:00\", \"2019-01-21 13:16:09.000000+00:00\", \"2020-06-01 02:39:59.000000+00:00\", \"2020-11-11 07:54:17.000000+00:00\", \"2022-11-19 11:09:06.000000+00:00\", \"2021-01-22 07:26:18.000000+00:00\"], \"session_ids\": [\"b7244a1c-72cb-4f21-86bb-b093abd5851c\", \"93e8f334-772e-4461-bbb9-245d8143b52d\", \"13b56ea5-a6d3-4d23-9fa5-23157917d27c\", \"b9b4ec78-fbea-48db-b2a7-4263640f8cfd\", \"b3124240-6443-4c22-8e11-94b3c20b9c6f\", \"e92d8830-d124-4b6b-8a97-06899c93d604\", \"194d1021-a67e-4954-af5d-6306c5ff12a9\", \"7b9680e8-befa-4e13-8902-832a9b62bc13\"], \"total_duration\": 8185.0, \"total_sessions\": 8, \"mean_week_duration\": 37.374}}, {\"43517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-03-18 21:34:55.000000+00:00\", \"2020-02-16 12:37:21.000000+00:00\"], \"session_ids\": [\"a4ef4147-b48d-4320-8a16-9edb2c2d8670\", \"e8b0f717-b393-4b9f-8e30-7401262a0685\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 26.0}}, {\"94467\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-06 20:25:22.000000+00:00\", \"2021-08-01 19:13:11.000000+00:00\"], \"session_ids\": [\"0625572a-5ff3-4648-a77c-abe9312a5c5b\", \"68d2a394-39ce-452f-adc3-097d750ad738\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 19.421}}, {\"16792\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-25 14:38:56.000000+00:00\", \"2021-06-01 16:03:13.000000+00:00\"], \"session_ids\": [\"066e5b32-237d-4838-9204-4fce13ca46f6\", \"6e7eb6a5-d016-44f2-91af-27f37b121354\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 8.549}}, {\"57171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-01 12:19:08.000000+00:00\", \"2021-05-28 04:34:52.000000+00:00\", \"2023-02-02 04:51:43.000000+00:00\", \"2020-02-02 18:34:16.000000+00:00\"], \"session_ids\": [\"58043beb-2e42-420d-b425-c48e6ad8c7eb\", \"8a5770fe-990f-4e5c-b8ac-756fa6d732e2\", \"c8010031-dc70-40ad-bd13-570ea3cb87e5\", \"a87f120c-2ec0-4cd3-b563-0ad7061a7c05\"], \"total_duration\": 548.0, \"total_sessions\": 4, \"mean_week_duration\": 3.404}}, {\"46796\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-17 11:52:42.000000+00:00\", \"2019-09-07 04:10:32.000000+00:00\"], \"session_ids\": [\"54223b36-cf7f-411f-89c7-93f63b5a991a\", \"790d71c2-0804-4f0b-b6cd-6f8da2b33b70\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 2.09}}, {\"17823\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-21 09:59:21.000000+00:00\", \"2021-09-07 23:28:34.000000+00:00\"], \"session_ids\": [\"1a53fbea-1cc8-4bfb-beec-bd46240d41ce\", \"d45ffb6a-7d39-40f4-9a18-9d35ef65a8f0\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93579\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-12-03 02:09:27.000000+00:00\", \"2019-07-10 09:38:38.000000+00:00\", \"2019-03-06 05:13:40.000000+00:00\", \"2019-04-01 13:13:17.000000+00:00\", \"2021-05-02 02:38:28.000000+00:00\", \"2022-06-29 02:09:13.000000+00:00\", \"2022-01-30 08:41:58.000000+00:00\", \"2020-11-28 07:47:32.000000+00:00\", \"2021-05-24 14:20:03.000000+00:00\", \"2022-08-04 00:42:06.000000+00:00\"], \"session_ids\": [\"311b6e8a-c671-4c45-8388-622ce4c53265\", \"adf4f125-7d19-478f-bd6a-1a97af7094dd\", \"d7f44761-8b37-460e-9bb0-a13f2301d6fc\", \"ecc3b4da-af33-4bd8-a3a6-8028da16d5b1\", \"9f2f7a6f-4336-4311-af9b-a3e1adba0551\", \"40d421a6-f68c-43e4-888b-ccb8d9ff48e2\", \"c076777e-62df-4708-8b75-eb10b02843e7\", \"664e0e0f-6c35-407d-bf6c-6a9904d93278\", \"a6803e33-0c88-4ce4-9b23-1db576487938\", \"4a2aa8e4-78c3-48e8-9907-66e1f1022b4f\"], \"total_duration\": 30270.0, \"total_sessions\": 10, \"mean_week_duration\": 154.439}}, {\"2848\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-30 07:26:52.000000+00:00\", \"2019-01-29 08:09:15.000000+00:00\", \"2019-02-12 08:34:53.000000+00:00\", \"2019-01-21 13:16:09.000000+00:00\", \"2020-06-01 02:39:59.000000+00:00\", \"2020-11-11 07:54:17.000000+00:00\", \"2022-11-19 11:09:06.000000+00:00\", \"2021-01-22 07:26:18.000000+00:00\"], \"session_ids\": [\"b7244a1c-72cb-4f21-86bb-b093abd5851c\", \"93e8f334-772e-4461-bbb9-245d8143b52d\", \"13b56ea5-a6d3-4d23-9fa5-23157917d27c\", \"b9b4ec78-fbea-48db-b2a7-4263640f8cfd\", \"b3124240-6443-4c22-8e11-94b3c20b9c6f\", \"e92d8830-d124-4b6b-8a97-06899c93d604\", \"194d1021-a67e-4954-af5d-6306c5ff12a9\", \"7b9680e8-befa-4e13-8902-832a9b62bc13\"], \"total_duration\": 8185.0, \"total_sessions\": 8, \"mean_week_duration\": 37.374}}, {\"43517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-03-18 21:34:55.000000+00:00\", \"2020-02-16 12:37:21.000000+00:00\"], \"session_ids\": [\"a4ef4147-b48d-4320-8a16-9edb2c2d8670\", \"e8b0f717-b393-4b9f-8e30-7401262a0685\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 26.0}}, {\"94467\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-06 20:25:22.000000+00:00\", \"2021-08-01 19:13:11.000000+00:00\"], \"session_ids\": [\"0625572a-5ff3-4648-a77c-abe9312a5c5b\", \"68d2a394-39ce-452f-adc3-097d750ad738\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 19.421}}, {\"16792\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-25 14:38:56.000000+00:00\", \"2021-06-01 16:03:13.000000+00:00\"], \"session_ids\": [\"066e5b32-237d-4838-9204-4fce13ca46f6\", \"6e7eb6a5-d016-44f2-91af-27f37b121354\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 8.549}}, {\"57171\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-01 12:19:08.000000+00:00\", \"2021-05-28 04:34:52.000000+00:00\", \"2023-02-02 04:51:43.000000+00:00\", \"2020-02-02 18:34:16.000000+00:00\"], \"session_ids\": [\"58043beb-2e42-420d-b425-c48e6ad8c7eb\", \"8a5770fe-990f-4e5c-b8ac-756fa6d732e2\", \"c8010031-dc70-40ad-bd13-570ea3cb87e5\", \"a87f120c-2ec0-4cd3-b563-0ad7061a7c05\"], \"total_duration\": 548.0, \"total_sessions\": 4, \"mean_week_duration\": 3.404}}, {\"46796\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-17 11:52:42.000000+00:00\", \"2019-09-07 04:10:32.000000+00:00\"], \"session_ids\": [\"54223b36-cf7f-411f-89c7-93f63b5a991a\", \"790d71c2-0804-4f0b-b6cd-6f8da2b33b70\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 2.09}}, {\"17823\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-21 09:59:21.000000+00:00\", \"2021-09-07 23:28:34.000000+00:00\"], \"session_ids\": [\"1a53fbea-1cc8-4bfb-beec-bd46240d41ce\", \"d45ffb6a-7d39-40f4-9a18-9d35ef65a8f0\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 5 users who have total sessions less than 2 (not including) and greater than 6 , do sorting by overall total duration ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"41095\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-16 14:01:06.000000+00:00\", \"2019-10-01 13:32:30.000000+00:00\", \"2021-08-14 22:03:14.000000+00:00\"], \"session_ids\": [\"39aa9c58-7e50-4a0b-a117-d9902320ca11\", \"8da30579-47e8-4c3f-a107-1470c393598b\", \"9eb12493-7acf-4932-a22b-5594ea4801ef\"], \"total_duration\": 721.0, \"total_sessions\": 3, \"mean_week_duration\": 7.357}, \"44517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-07-12 02:28:18.000000+00:00\", \"2021-09-01 07:25:12.000000+00:00\"], \"session_ids\": [\"2ed71192-7af3-4743-baca-06fee928ba91\", \"b7e96998-dd14-4dc9-a8b1-f9971e5514c0\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 8.044}, \"91616\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-04 10:22:38.000000+00:00\", \"2023-05-22 21:50:52.000000+00:00\", \"2020-02-17 02:58:48.000000+00:00\", \"2023-06-02 21:00:06.000000+00:00\", \"2023-03-24 10:06:40.000000+00:00\", \"2020-01-03 02:23:54.000000+00:00\", \"2020-10-08 13:21:04.000000+00:00\", \"2022-03-02 07:17:42.000000+00:00\"], \"session_ids\": [\"954c7cbb-676a-47c7-be08-0a373b639d61\", \"fa602488-fa24-4569-9352-2dd73bdcee9d\", \"c59d97f6-496e-4550-a293-6cb5e9d4cab3\", \"c829bb4c-670f-4dec-a7a5-c5a88a3df8c3\", \"d86dcd2e-8c5e-4e27-88ec-ec0ba427d0a5\", \"1d6fde9c-e98b-4d76-9c71-7b15f30ca943\", \"37f15fc6-a8c1-4d25-9dfa-213bce5fe205\", \"d20c2d4f-1ecc-4557-9509-3a664af42e65\"], \"total_duration\": 11011.0, \"total_sessions\": 8, \"mean_week_duration\": 61.86}, \"52135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-27 14:18:52.000000+00:00\", \"2021-01-22 22:07:57.000000+00:00\", \"2019-03-15 17:59:30.000000+00:00\", \"2019-11-19 06:10:22.000000+00:00\", \"2022-03-12 21:47:20.000000+00:00\", \"2022-01-06 21:28:47.000000+00:00\", \"2023-05-02 03:34:35.000000+00:00\"], \"session_ids\": [\"8da92bbb-66d6-496b-9434-4d277f6ac52d\", \"97e4eb73-f498-40b3-885b-8717b2404677\", \"9a060190-6086-42af-9ce7-f95eebd906fe\", \"432762ee-de72-4d50-9745-57fcd1f50e74\", \"461debc8-cef0-4c15-83d3-986eaea03c51\", \"2102eef7-31d0-42e7-960d-e98777db8ea6\", \"30e2e3da-4ec1-47f6-b89e-380909e02b97\"], \"total_duration\": 1527.0, \"total_sessions\": 7, \"mean_week_duration\": 6.848}, \"35429\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-06 00:56:22.000000+00:00\", \"2022-11-07 09:53:37.000000+00:00\"], \"session_ids\": [\"17377205-27ab-4a10-9140-95344e2f862e\", \"90ca187d-d549-42f4-ad47-be36c9b16bfb\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 16.0}, \"91077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-28 19:25:59.000000+00:00\", \"2019-09-26 05:23:49.000000+00:00\", \"2023-01-30 07:11:53.000000+00:00\", \"2020-12-06 08:21:20.000000+00:00\", \"2022-11-17 08:55:45.000000+00:00\", \"2019-11-08 02:12:12.000000+00:00\"], \"session_ids\": [\"acf422a5-f3bd-4cfe-8e4a-caefc0a94a50\", \"e881e9ec-3322-4f04-b051-27b4be0ba954\", \"68050ed9-610f-4257-bbce-475edca32299\", \"05998945-281c-47ee-ac33-eda8c5493383\", \"3985e0dd-147e-4337-829e-24b4626f10f1\", \"3fc10d15-a9c8-4f66-8640-68f64f5e5680\"], \"total_duration\": 1493.0, \"total_sessions\": 6, \"mean_week_duration\": 8.531}, \"39066\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-07 05:56:12.000000+00:00\", \"2022-02-01 14:09:55.000000+00:00\", \"2021-02-04 17:19:26.000000+00:00\", \"2020-10-08 00:56:10.000000+00:00\", \"2020-01-18 01:31:27.000000+00:00\", \"2023-01-16 12:21:08.000000+00:00\", \"2019-07-22 04:45:39.000000+00:00\", \"2019-05-27 19:32:47.000000+00:00\", \"2022-08-01 16:08:08.000000+00:00\", \"2021-03-18 13:43:53.000000+00:00\"], \"session_ids\": [\"c134c95f-73bf-4c4f-994d-6bc25f586981\", \"39b578e0-402c-455f-b61e-f6cffcc2667b\", \"d1d476fa-a582-4c6f-8697-74faf629f160\", \"04bb5951-44c3-4254-92f0-073e2cf9d9dc\", \"02f8563c-e276-4eb1-8d1d-5f6080414b85\", \"413634d3-4682-42ac-be25-276717f58467\", \"53cb9d0d-a088-4653-bda3-8254d9c3f4b2\", \"f29d5e62-79fb-4194-abfc-f253b5e0c22c\", \"e1b1e53a-1345-4cf2-bb94-79c763df48af\", \"f6106c16-8874-4a1a-8cb3-287ba9d87ae7\"], \"total_duration\": 3805.0, \"total_sessions\": 10, \"mean_week_duration\": 18.837}, \"67282\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-27 03:57:09.000000+00:00\", \"2019-03-18 01:57:10.000000+00:00\"], \"session_ids\": [\"827ceb30-a1f6-4b94-9477-f1ce6f7429be\", \"110fe8e0-4bd5-48ca-8855-99cf50fb5892\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.38}, \"71488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-02-19 20:44:15.000000+00:00\", \"2021-09-15 04:58:51.000000+00:00\", \"2021-08-25 17:55:46.000000+00:00\", \"2021-04-07 03:00:07.000000+00:00\", \"2022-02-06 00:27:38.000000+00:00\", \"2019-03-03 13:06:22.000000+00:00\", \"2021-06-13 20:35:01.000000+00:00\", \"2022-07-01 05:26:57.000000+00:00\", \"2022-11-19 21:30:18.000000+00:00\"], \"session_ids\": [\"4e25b66e-27d4-4a22-9184-ac2babb52400\", \"0c0f9b91-c93d-4859-a1e7-8e5ebd4204aa\", \"d8e2fbce-86f5-4ea3-9853-4ef9862ebf94\", \"7033d94b-ff8d-40f7-90a6-d2a35b8c5788\", \"88796709-a47f-4e08-89f8-54f68cfd7a4a\", \"5c781f47-07c5-44a1-b766-3cd1ccd1a697\", \"b9403fbc-980f-4a28-a97e-34129bf6da43\", \"0f09e549-5235-4509-83ba-8ab933e299a2\", \"824196f9-06b5-4772-84ac-97b112858eda\"], \"total_duration\": 28043.0, \"total_sessions\": 9, \"mean_week_duration\": 144.552}, \"29514\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-10 20:17:57.000000+00:00\", \"2021-12-26 16:06:00.000000+00:00\", \"2019-03-27 04:08:13.000000+00:00\", \"2023-01-19 17:20:40.000000+00:00\", \"2022-12-14 11:21:14.000000+00:00\", \"2022-11-09 14:15:55.000000+00:00\", \"2023-03-30 14:56:18.000000+00:00\", \"2022-05-07 21:42:17.000000+00:00\", \"2019-04-04 02:40:05.000000+00:00\"], \"session_ids\": [\"af7346a3-56d9-411e-adf0-8e28c3cbdce9\", \"b952ae52-c5c3-4dee-8bd6-8ffa85a9a961\", \"149c025e-2935-4638-b7ba-9ac48fa08a33\", \"162d0bb7-6206-4320-a9a9-08d770660c30\", \"d3d063a0-05f2-4669-998f-f44d4edf216d\", \"a6e8b26c-b66e-4f9f-aad3-4f543adbda5d\", \"11b0f378-ecc0-4242-890b-bc7aa1f1c580\", \"792765e7-ab2b-41d8-97e8-faf77f896511\", \"7145ec0c-3fee-4234-83c9-60480b660489\"], \"total_duration\": 1440.0, \"total_sessions\": 9, \"mean_week_duration\": 6.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 2 and are equal or greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[2, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91616\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-04 10:22:38.000000+00:00\", \"2023-05-22 21:50:52.000000+00:00\", \"2020-02-17 02:58:48.000000+00:00\", \"2023-06-02 21:00:06.000000+00:00\", \"2023-03-24 10:06:40.000000+00:00\", \"2020-01-03 02:23:54.000000+00:00\", \"2020-10-08 13:21:04.000000+00:00\", \"2022-03-02 07:17:42.000000+00:00\"], \"session_ids\": [\"954c7cbb-676a-47c7-be08-0a373b639d61\", \"fa602488-fa24-4569-9352-2dd73bdcee9d\", \"c59d97f6-496e-4550-a293-6cb5e9d4cab3\", \"c829bb4c-670f-4dec-a7a5-c5a88a3df8c3\", \"d86dcd2e-8c5e-4e27-88ec-ec0ba427d0a5\", \"1d6fde9c-e98b-4d76-9c71-7b15f30ca943\", \"37f15fc6-a8c1-4d25-9dfa-213bce5fe205\", \"d20c2d4f-1ecc-4557-9509-3a664af42e65\"], \"total_duration\": 11011.0, \"total_sessions\": 8, \"mean_week_duration\": 61.86}, \"52135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-27 14:18:52.000000+00:00\", \"2021-01-22 22:07:57.000000+00:00\", \"2019-03-15 17:59:30.000000+00:00\", \"2019-11-19 06:10:22.000000+00:00\", \"2022-03-12 21:47:20.000000+00:00\", \"2022-01-06 21:28:47.000000+00:00\", \"2023-05-02 03:34:35.000000+00:00\"], \"session_ids\": [\"8da92bbb-66d6-496b-9434-4d277f6ac52d\", \"97e4eb73-f498-40b3-885b-8717b2404677\", \"9a060190-6086-42af-9ce7-f95eebd906fe\", \"432762ee-de72-4d50-9745-57fcd1f50e74\", \"461debc8-cef0-4c15-83d3-986eaea03c51\", \"2102eef7-31d0-42e7-960d-e98777db8ea6\", \"30e2e3da-4ec1-47f6-b89e-380909e02b97\"], \"total_duration\": 1527.0, \"total_sessions\": 7, \"mean_week_duration\": 6.848}, \"91077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-28 19:25:59.000000+00:00\", \"2019-09-26 05:23:49.000000+00:00\", \"2023-01-30 07:11:53.000000+00:00\", \"2020-12-06 08:21:20.000000+00:00\", \"2022-11-17 08:55:45.000000+00:00\", \"2019-11-08 02:12:12.000000+00:00\"], \"session_ids\": [\"acf422a5-f3bd-4cfe-8e4a-caefc0a94a50\", \"e881e9ec-3322-4f04-b051-27b4be0ba954\", \"68050ed9-610f-4257-bbce-475edca32299\", \"05998945-281c-47ee-ac33-eda8c5493383\", \"3985e0dd-147e-4337-829e-24b4626f10f1\", \"3fc10d15-a9c8-4f66-8640-68f64f5e5680\"], \"total_duration\": 1493.0, \"total_sessions\": 6, \"mean_week_duration\": 8.531}, \"39066\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-07 05:56:12.000000+00:00\", \"2022-02-01 14:09:55.000000+00:00\", \"2021-02-04 17:19:26.000000+00:00\", \"2020-10-08 00:56:10.000000+00:00\", \"2020-01-18 01:31:27.000000+00:00\", \"2023-01-16 12:21:08.000000+00:00\", \"2019-07-22 04:45:39.000000+00:00\", \"2019-05-27 19:32:47.000000+00:00\", \"2022-08-01 16:08:08.000000+00:00\", \"2021-03-18 13:43:53.000000+00:00\"], \"session_ids\": [\"c134c95f-73bf-4c4f-994d-6bc25f586981\", \"39b578e0-402c-455f-b61e-f6cffcc2667b\", \"d1d476fa-a582-4c6f-8697-74faf629f160\", \"04bb5951-44c3-4254-92f0-073e2cf9d9dc\", \"02f8563c-e276-4eb1-8d1d-5f6080414b85\", \"413634d3-4682-42ac-be25-276717f58467\", \"53cb9d0d-a088-4653-bda3-8254d9c3f4b2\", \"f29d5e62-79fb-4194-abfc-f253b5e0c22c\", \"e1b1e53a-1345-4cf2-bb94-79c763df48af\", \"f6106c16-8874-4a1a-8cb3-287ba9d87ae7\"], \"total_duration\": 3805.0, \"total_sessions\": 10, \"mean_week_duration\": 18.837}, \"71488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-02-19 20:44:15.000000+00:00\", \"2021-09-15 04:58:51.000000+00:00\", \"2021-08-25 17:55:46.000000+00:00\", \"2021-04-07 03:00:07.000000+00:00\", \"2022-02-06 00:27:38.000000+00:00\", \"2019-03-03 13:06:22.000000+00:00\", \"2021-06-13 20:35:01.000000+00:00\", \"2022-07-01 05:26:57.000000+00:00\", \"2022-11-19 21:30:18.000000+00:00\"], \"session_ids\": [\"4e25b66e-27d4-4a22-9184-ac2babb52400\", \"0c0f9b91-c93d-4859-a1e7-8e5ebd4204aa\", \"d8e2fbce-86f5-4ea3-9853-4ef9862ebf94\", \"7033d94b-ff8d-40f7-90a6-d2a35b8c5788\", \"88796709-a47f-4e08-89f8-54f68cfd7a4a\", \"5c781f47-07c5-44a1-b766-3cd1ccd1a697\", \"b9403fbc-980f-4a28-a97e-34129bf6da43\", \"0f09e549-5235-4509-83ba-8ab933e299a2\", \"824196f9-06b5-4772-84ac-97b112858eda\"], \"total_duration\": 28043.0, \"total_sessions\": 9, \"mean_week_duration\": 144.552}, \"29514\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-10 20:17:57.000000+00:00\", \"2021-12-26 16:06:00.000000+00:00\", \"2019-03-27 04:08:13.000000+00:00\", \"2023-01-19 17:20:40.000000+00:00\", \"2022-12-14 11:21:14.000000+00:00\", \"2022-11-09 14:15:55.000000+00:00\", \"2023-03-30 14:56:18.000000+00:00\", \"2022-05-07 21:42:17.000000+00:00\", \"2019-04-04 02:40:05.000000+00:00\"], \"session_ids\": [\"af7346a3-56d9-411e-adf0-8e28c3cbdce9\", \"b952ae52-c5c3-4dee-8bd6-8ffa85a9a961\", \"149c025e-2935-4638-b7ba-9ac48fa08a33\", \"162d0bb7-6206-4320-a9a9-08d770660c30\", \"d3d063a0-05f2-4669-998f-f44d4edf216d\", \"a6e8b26c-b66e-4f9f-aad3-4f543adbda5d\", \"11b0f378-ecc0-4242-890b-bc7aa1f1c580\", \"792765e7-ab2b-41d8-97e8-faf77f896511\", \"7145ec0c-3fee-4234-83c9-60480b660489\"], \"total_duration\": 1440.0, \"total_sessions\": 9, \"mean_week_duration\": 6.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29514\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-10 20:17:57.000000+00:00\", \"2021-12-26 16:06:00.000000+00:00\", \"2019-03-27 04:08:13.000000+00:00\", \"2023-01-19 17:20:40.000000+00:00\", \"2022-12-14 11:21:14.000000+00:00\", \"2022-11-09 14:15:55.000000+00:00\", \"2023-03-30 14:56:18.000000+00:00\", \"2022-05-07 21:42:17.000000+00:00\", \"2019-04-04 02:40:05.000000+00:00\"], \"session_ids\": [\"af7346a3-56d9-411e-adf0-8e28c3cbdce9\", \"b952ae52-c5c3-4dee-8bd6-8ffa85a9a961\", \"149c025e-2935-4638-b7ba-9ac48fa08a33\", \"162d0bb7-6206-4320-a9a9-08d770660c30\", \"d3d063a0-05f2-4669-998f-f44d4edf216d\", \"a6e8b26c-b66e-4f9f-aad3-4f543adbda5d\", \"11b0f378-ecc0-4242-890b-bc7aa1f1c580\", \"792765e7-ab2b-41d8-97e8-faf77f896511\", \"7145ec0c-3fee-4234-83c9-60480b660489\"], \"total_duration\": 1440.0, \"total_sessions\": 9, \"mean_week_duration\": 6.857}}, {\"91077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-28 19:25:59.000000+00:00\", \"2019-09-26 05:23:49.000000+00:00\", \"2023-01-30 07:11:53.000000+00:00\", \"2020-12-06 08:21:20.000000+00:00\", \"2022-11-17 08:55:45.000000+00:00\", \"2019-11-08 02:12:12.000000+00:00\"], \"session_ids\": [\"acf422a5-f3bd-4cfe-8e4a-caefc0a94a50\", \"e881e9ec-3322-4f04-b051-27b4be0ba954\", \"68050ed9-610f-4257-bbce-475edca32299\", \"05998945-281c-47ee-ac33-eda8c5493383\", \"3985e0dd-147e-4337-829e-24b4626f10f1\", \"3fc10d15-a9c8-4f66-8640-68f64f5e5680\"], \"total_duration\": 1493.0, \"total_sessions\": 6, \"mean_week_duration\": 8.531}}, {\"52135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-27 14:18:52.000000+00:00\", \"2021-01-22 22:07:57.000000+00:00\", \"2019-03-15 17:59:30.000000+00:00\", \"2019-11-19 06:10:22.000000+00:00\", \"2022-03-12 21:47:20.000000+00:00\", \"2022-01-06 21:28:47.000000+00:00\", \"2023-05-02 03:34:35.000000+00:00\"], \"session_ids\": [\"8da92bbb-66d6-496b-9434-4d277f6ac52d\", \"97e4eb73-f498-40b3-885b-8717b2404677\", \"9a060190-6086-42af-9ce7-f95eebd906fe\", \"432762ee-de72-4d50-9745-57fcd1f50e74\", \"461debc8-cef0-4c15-83d3-986eaea03c51\", \"2102eef7-31d0-42e7-960d-e98777db8ea6\", \"30e2e3da-4ec1-47f6-b89e-380909e02b97\"], \"total_duration\": 1527.0, \"total_sessions\": 7, \"mean_week_duration\": 6.848}}, {\"39066\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-07 05:56:12.000000+00:00\", \"2022-02-01 14:09:55.000000+00:00\", \"2021-02-04 17:19:26.000000+00:00\", \"2020-10-08 00:56:10.000000+00:00\", \"2020-01-18 01:31:27.000000+00:00\", \"2023-01-16 12:21:08.000000+00:00\", \"2019-07-22 04:45:39.000000+00:00\", \"2019-05-27 19:32:47.000000+00:00\", \"2022-08-01 16:08:08.000000+00:00\", \"2021-03-18 13:43:53.000000+00:00\"], \"session_ids\": [\"c134c95f-73bf-4c4f-994d-6bc25f586981\", \"39b578e0-402c-455f-b61e-f6cffcc2667b\", \"d1d476fa-a582-4c6f-8697-74faf629f160\", \"04bb5951-44c3-4254-92f0-073e2cf9d9dc\", \"02f8563c-e276-4eb1-8d1d-5f6080414b85\", \"413634d3-4682-42ac-be25-276717f58467\", \"53cb9d0d-a088-4653-bda3-8254d9c3f4b2\", \"f29d5e62-79fb-4194-abfc-f253b5e0c22c\", \"e1b1e53a-1345-4cf2-bb94-79c763df48af\", \"f6106c16-8874-4a1a-8cb3-287ba9d87ae7\"], \"total_duration\": 3805.0, \"total_sessions\": 10, \"mean_week_duration\": 18.837}}, {\"91616\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-04 10:22:38.000000+00:00\", \"2023-05-22 21:50:52.000000+00:00\", \"2020-02-17 02:58:48.000000+00:00\", \"2023-06-02 21:00:06.000000+00:00\", \"2023-03-24 10:06:40.000000+00:00\", \"2020-01-03 02:23:54.000000+00:00\", \"2020-10-08 13:21:04.000000+00:00\", \"2022-03-02 07:17:42.000000+00:00\"], \"session_ids\": [\"954c7cbb-676a-47c7-be08-0a373b639d61\", \"fa602488-fa24-4569-9352-2dd73bdcee9d\", \"c59d97f6-496e-4550-a293-6cb5e9d4cab3\", \"c829bb4c-670f-4dec-a7a5-c5a88a3df8c3\", \"d86dcd2e-8c5e-4e27-88ec-ec0ba427d0a5\", \"1d6fde9c-e98b-4d76-9c71-7b15f30ca943\", \"37f15fc6-a8c1-4d25-9dfa-213bce5fe205\", \"d20c2d4f-1ecc-4557-9509-3a664af42e65\"], \"total_duration\": 11011.0, \"total_sessions\": 8, \"mean_week_duration\": 61.86}}, {\"71488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-02-19 20:44:15.000000+00:00\", \"2021-09-15 04:58:51.000000+00:00\", \"2021-08-25 17:55:46.000000+00:00\", \"2021-04-07 03:00:07.000000+00:00\", \"2022-02-06 00:27:38.000000+00:00\", \"2019-03-03 13:06:22.000000+00:00\", \"2021-06-13 20:35:01.000000+00:00\", \"2022-07-01 05:26:57.000000+00:00\", \"2022-11-19 21:30:18.000000+00:00\"], \"session_ids\": [\"4e25b66e-27d4-4a22-9184-ac2babb52400\", \"0c0f9b91-c93d-4859-a1e7-8e5ebd4204aa\", \"d8e2fbce-86f5-4ea3-9853-4ef9862ebf94\", \"7033d94b-ff8d-40f7-90a6-d2a35b8c5788\", \"88796709-a47f-4e08-89f8-54f68cfd7a4a\", \"5c781f47-07c5-44a1-b766-3cd1ccd1a697\", \"b9403fbc-980f-4a28-a97e-34129bf6da43\", \"0f09e549-5235-4509-83ba-8ab933e299a2\", \"824196f9-06b5-4772-84ac-97b112858eda\"], \"total_duration\": 28043.0, \"total_sessions\": 9, \"mean_week_duration\": 144.552}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29514\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-10 20:17:57.000000+00:00\", \"2021-12-26 16:06:00.000000+00:00\", \"2019-03-27 04:08:13.000000+00:00\", \"2023-01-19 17:20:40.000000+00:00\", \"2022-12-14 11:21:14.000000+00:00\", \"2022-11-09 14:15:55.000000+00:00\", \"2023-03-30 14:56:18.000000+00:00\", \"2022-05-07 21:42:17.000000+00:00\", \"2019-04-04 02:40:05.000000+00:00\"], \"session_ids\": [\"af7346a3-56d9-411e-adf0-8e28c3cbdce9\", \"b952ae52-c5c3-4dee-8bd6-8ffa85a9a961\", \"149c025e-2935-4638-b7ba-9ac48fa08a33\", \"162d0bb7-6206-4320-a9a9-08d770660c30\", \"d3d063a0-05f2-4669-998f-f44d4edf216d\", \"a6e8b26c-b66e-4f9f-aad3-4f543adbda5d\", \"11b0f378-ecc0-4242-890b-bc7aa1f1c580\", \"792765e7-ab2b-41d8-97e8-faf77f896511\", \"7145ec0c-3fee-4234-83c9-60480b660489\"], \"total_duration\": 1440.0, \"total_sessions\": 9, \"mean_week_duration\": 6.857}}, {\"91077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-28 19:25:59.000000+00:00\", \"2019-09-26 05:23:49.000000+00:00\", \"2023-01-30 07:11:53.000000+00:00\", \"2020-12-06 08:21:20.000000+00:00\", \"2022-11-17 08:55:45.000000+00:00\", \"2019-11-08 02:12:12.000000+00:00\"], \"session_ids\": [\"acf422a5-f3bd-4cfe-8e4a-caefc0a94a50\", \"e881e9ec-3322-4f04-b051-27b4be0ba954\", \"68050ed9-610f-4257-bbce-475edca32299\", \"05998945-281c-47ee-ac33-eda8c5493383\", \"3985e0dd-147e-4337-829e-24b4626f10f1\", \"3fc10d15-a9c8-4f66-8640-68f64f5e5680\"], \"total_duration\": 1493.0, \"total_sessions\": 6, \"mean_week_duration\": 8.531}}, {\"52135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-27 14:18:52.000000+00:00\", \"2021-01-22 22:07:57.000000+00:00\", \"2019-03-15 17:59:30.000000+00:00\", \"2019-11-19 06:10:22.000000+00:00\", \"2022-03-12 21:47:20.000000+00:00\", \"2022-01-06 21:28:47.000000+00:00\", \"2023-05-02 03:34:35.000000+00:00\"], \"session_ids\": [\"8da92bbb-66d6-496b-9434-4d277f6ac52d\", \"97e4eb73-f498-40b3-885b-8717b2404677\", \"9a060190-6086-42af-9ce7-f95eebd906fe\", \"432762ee-de72-4d50-9745-57fcd1f50e74\", \"461debc8-cef0-4c15-83d3-986eaea03c51\", \"2102eef7-31d0-42e7-960d-e98777db8ea6\", \"30e2e3da-4ec1-47f6-b89e-380909e02b97\"], \"total_duration\": 1527.0, \"total_sessions\": 7, \"mean_week_duration\": 6.848}}, {\"39066\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-07 05:56:12.000000+00:00\", \"2022-02-01 14:09:55.000000+00:00\", \"2021-02-04 17:19:26.000000+00:00\", \"2020-10-08 00:56:10.000000+00:00\", \"2020-01-18 01:31:27.000000+00:00\", \"2023-01-16 12:21:08.000000+00:00\", \"2019-07-22 04:45:39.000000+00:00\", \"2019-05-27 19:32:47.000000+00:00\", \"2022-08-01 16:08:08.000000+00:00\", \"2021-03-18 13:43:53.000000+00:00\"], \"session_ids\": [\"c134c95f-73bf-4c4f-994d-6bc25f586981\", \"39b578e0-402c-455f-b61e-f6cffcc2667b\", \"d1d476fa-a582-4c6f-8697-74faf629f160\", \"04bb5951-44c3-4254-92f0-073e2cf9d9dc\", \"02f8563c-e276-4eb1-8d1d-5f6080414b85\", \"413634d3-4682-42ac-be25-276717f58467\", \"53cb9d0d-a088-4653-bda3-8254d9c3f4b2\", \"f29d5e62-79fb-4194-abfc-f253b5e0c22c\", \"e1b1e53a-1345-4cf2-bb94-79c763df48af\", \"f6106c16-8874-4a1a-8cb3-287ba9d87ae7\"], \"total_duration\": 3805.0, \"total_sessions\": 10, \"mean_week_duration\": 18.837}}, {\"91616\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-04 10:22:38.000000+00:00\", \"2023-05-22 21:50:52.000000+00:00\", \"2020-02-17 02:58:48.000000+00:00\", \"2023-06-02 21:00:06.000000+00:00\", \"2023-03-24 10:06:40.000000+00:00\", \"2020-01-03 02:23:54.000000+00:00\", \"2020-10-08 13:21:04.000000+00:00\", \"2022-03-02 07:17:42.000000+00:00\"], \"session_ids\": [\"954c7cbb-676a-47c7-be08-0a373b639d61\", \"fa602488-fa24-4569-9352-2dd73bdcee9d\", \"c59d97f6-496e-4550-a293-6cb5e9d4cab3\", \"c829bb4c-670f-4dec-a7a5-c5a88a3df8c3\", \"d86dcd2e-8c5e-4e27-88ec-ec0ba427d0a5\", \"1d6fde9c-e98b-4d76-9c71-7b15f30ca943\", \"37f15fc6-a8c1-4d25-9dfa-213bce5fe205\", \"d20c2d4f-1ecc-4557-9509-3a664af42e65\"], \"total_duration\": 11011.0, \"total_sessions\": 8, \"mean_week_duration\": 61.86}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29514\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-10 20:17:57.000000+00:00\", \"2021-12-26 16:06:00.000000+00:00\", \"2019-03-27 04:08:13.000000+00:00\", \"2023-01-19 17:20:40.000000+00:00\", \"2022-12-14 11:21:14.000000+00:00\", \"2022-11-09 14:15:55.000000+00:00\", \"2023-03-30 14:56:18.000000+00:00\", \"2022-05-07 21:42:17.000000+00:00\", \"2019-04-04 02:40:05.000000+00:00\"], \"session_ids\": [\"af7346a3-56d9-411e-adf0-8e28c3cbdce9\", \"b952ae52-c5c3-4dee-8bd6-8ffa85a9a961\", \"149c025e-2935-4638-b7ba-9ac48fa08a33\", \"162d0bb7-6206-4320-a9a9-08d770660c30\", \"d3d063a0-05f2-4669-998f-f44d4edf216d\", \"a6e8b26c-b66e-4f9f-aad3-4f543adbda5d\", \"11b0f378-ecc0-4242-890b-bc7aa1f1c580\", \"792765e7-ab2b-41d8-97e8-faf77f896511\", \"7145ec0c-3fee-4234-83c9-60480b660489\"], \"total_duration\": 1440.0, \"total_sessions\": 9, \"mean_week_duration\": 6.857}}, {\"91077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-28 19:25:59.000000+00:00\", \"2019-09-26 05:23:49.000000+00:00\", \"2023-01-30 07:11:53.000000+00:00\", \"2020-12-06 08:21:20.000000+00:00\", \"2022-11-17 08:55:45.000000+00:00\", \"2019-11-08 02:12:12.000000+00:00\"], \"session_ids\": [\"acf422a5-f3bd-4cfe-8e4a-caefc0a94a50\", \"e881e9ec-3322-4f04-b051-27b4be0ba954\", \"68050ed9-610f-4257-bbce-475edca32299\", \"05998945-281c-47ee-ac33-eda8c5493383\", \"3985e0dd-147e-4337-829e-24b4626f10f1\", \"3fc10d15-a9c8-4f66-8640-68f64f5e5680\"], \"total_duration\": 1493.0, \"total_sessions\": 6, \"mean_week_duration\": 8.531}}, {\"52135\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-27 14:18:52.000000+00:00\", \"2021-01-22 22:07:57.000000+00:00\", \"2019-03-15 17:59:30.000000+00:00\", \"2019-11-19 06:10:22.000000+00:00\", \"2022-03-12 21:47:20.000000+00:00\", \"2022-01-06 21:28:47.000000+00:00\", \"2023-05-02 03:34:35.000000+00:00\"], \"session_ids\": [\"8da92bbb-66d6-496b-9434-4d277f6ac52d\", \"97e4eb73-f498-40b3-885b-8717b2404677\", \"9a060190-6086-42af-9ce7-f95eebd906fe\", \"432762ee-de72-4d50-9745-57fcd1f50e74\", \"461debc8-cef0-4c15-83d3-986eaea03c51\", \"2102eef7-31d0-42e7-960d-e98777db8ea6\", \"30e2e3da-4ec1-47f6-b89e-380909e02b97\"], \"total_duration\": 1527.0, \"total_sessions\": 7, \"mean_week_duration\": 6.848}}, {\"39066\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-07 05:56:12.000000+00:00\", \"2022-02-01 14:09:55.000000+00:00\", \"2021-02-04 17:19:26.000000+00:00\", \"2020-10-08 00:56:10.000000+00:00\", \"2020-01-18 01:31:27.000000+00:00\", \"2023-01-16 12:21:08.000000+00:00\", \"2019-07-22 04:45:39.000000+00:00\", \"2019-05-27 19:32:47.000000+00:00\", \"2022-08-01 16:08:08.000000+00:00\", \"2021-03-18 13:43:53.000000+00:00\"], \"session_ids\": [\"c134c95f-73bf-4c4f-994d-6bc25f586981\", \"39b578e0-402c-455f-b61e-f6cffcc2667b\", \"d1d476fa-a582-4c6f-8697-74faf629f160\", \"04bb5951-44c3-4254-92f0-073e2cf9d9dc\", \"02f8563c-e276-4eb1-8d1d-5f6080414b85\", \"413634d3-4682-42ac-be25-276717f58467\", \"53cb9d0d-a088-4653-bda3-8254d9c3f4b2\", \"f29d5e62-79fb-4194-abfc-f253b5e0c22c\", \"e1b1e53a-1345-4cf2-bb94-79c763df48af\", \"f6106c16-8874-4a1a-8cb3-287ba9d87ae7\"], \"total_duration\": 3805.0, \"total_sessions\": 10, \"mean_week_duration\": 18.837}}, {\"91616\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-02-04 10:22:38.000000+00:00\", \"2023-05-22 21:50:52.000000+00:00\", \"2020-02-17 02:58:48.000000+00:00\", \"2023-06-02 21:00:06.000000+00:00\", \"2023-03-24 10:06:40.000000+00:00\", \"2020-01-03 02:23:54.000000+00:00\", \"2020-10-08 13:21:04.000000+00:00\", \"2022-03-02 07:17:42.000000+00:00\"], \"session_ids\": [\"954c7cbb-676a-47c7-be08-0a373b639d61\", \"fa602488-fa24-4569-9352-2dd73bdcee9d\", \"c59d97f6-496e-4550-a293-6cb5e9d4cab3\", \"c829bb4c-670f-4dec-a7a5-c5a88a3df8c3\", \"d86dcd2e-8c5e-4e27-88ec-ec0ba427d0a5\", \"1d6fde9c-e98b-4d76-9c71-7b15f30ca943\", \"37f15fc6-a8c1-4d25-9dfa-213bce5fe205\", \"d20c2d4f-1ecc-4557-9509-3a664af42e65\"], \"total_duration\": 11011.0, \"total_sessions\": 8, \"mean_week_duration\": 61.86}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 2 users with a time using the app that is above 4013 and below 2165, exclusively as well as put to use sorting by total duration from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66732\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-01 17:37:52.000000+00:00\", \"2022-01-07 09:32:13.000000+00:00\", \"2021-02-25 11:45:52.000000+00:00\", \"2021-09-17 12:27:09.000000+00:00\", \"2022-08-25 06:20:18.000000+00:00\", \"2021-07-25 20:07:38.000000+00:00\", \"2021-07-22 08:22:27.000000+00:00\"], \"session_ids\": [\"2b0924d6-80a8-47e9-95e2-7a5c109c91e3\", \"1189ae2e-fd4a-4a3a-9fe6-e0f7a4ae5766\", \"e05d231b-c300-4386-92fc-5b121413929e\", \"bce4cd22-5e12-4c41-b7f7-fef2e4dbf28c\", \"7237e12b-76e5-458e-b1b3-f64337e8ec2e\", \"151b9f4d-5916-4246-b962-da09d11125d9\", \"c1774eed-7e3b-4adc-8cf8-03a8d163b727\"], \"total_duration\": 8259.0, \"total_sessions\": 7, \"mean_week_duration\": 46.399}, \"45606\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-01-22 16:17:32.000000+00:00\", \"2021-11-11 12:34:05.000000+00:00\"], \"session_ids\": [\"6599454c-f604-4de4-9d54-1d803912400b\", \"4a2abc79-d560-4720-a8f7-1751a11751b1\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 2.075}, \"64887\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-10-24 12:42:21.000000+00:00\", \"2020-07-03 11:19:35.000000+00:00\", \"2021-07-23 09:16:55.000000+00:00\"], \"session_ids\": [\"3b93f09c-cd0f-4443-904f-f0198158ef61\", \"20313f3d-1984-4ad2-80c5-f7a937396421\", \"5036f8fc-e82c-449f-9b40-5c3ad8a49021\"], \"total_duration\": 413.0, \"total_sessions\": 3, \"mean_week_duration\": 7.509}, \"19588\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-26 00:25:43.000000+00:00\", \"2019-06-04 05:26:01.000000+00:00\", \"2023-06-16 13:26:18.000000+00:00\", \"2020-03-13 08:50:26.000000+00:00\", \"2023-02-12 10:40:02.000000+00:00\", \"2023-01-20 08:30:10.000000+00:00\", \"2023-01-11 01:05:58.000000+00:00\"], \"session_ids\": [\"38ec2415-b1ca-452f-8f33-85807bd74a0d\", \"8d27b016-ff57-4f86-baca-b33d18076768\", \"8e4ee44b-d9b2-4a1f-ad18-438d58971909\", \"7397b518-eed4-4a6f-911d-693ad126ef73\", \"c5f8eac9-ccbf-4bed-b2d7-b3a87d94fa72\", \"023b2b86-0d49-424a-823c-7da44e04fff1\", \"1fc1605b-fd09-4cf6-9ddd-97ed0a7c89db\"], \"total_duration\": 6688.0, \"total_sessions\": 7, \"mean_week_duration\": 31.697}, \"27567\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-16 13:46:34.000000+00:00\", \"2023-03-14 19:20:49.000000+00:00\", \"2019-10-21 06:30:16.000000+00:00\", \"2019-08-29 01:01:26.000000+00:00\", \"2020-06-03 01:05:39.000000+00:00\", \"2020-02-24 04:11:06.000000+00:00\", \"2023-01-04 23:17:41.000000+00:00\", \"2020-09-29 11:45:21.000000+00:00\", \"2020-10-29 03:57:22.000000+00:00\", \"2019-09-17 06:04:16.000000+00:00\", \"2019-01-30 00:29:25.000000+00:00\"], \"session_ids\": [\"485fb635-d6e6-44d0-9a31-e0b89cf15048\", \"5c0da318-882c-4fd8-ac28-e8840904dc32\", \"4f15ed86-35de-4938-bb5b-ad51613d5342\", \"960d7dc6-d3da-47e7-88e3-a9cbef6d0cac\", \"bdc7ce05-8176-4e34-b853-cd5a337e8325\", \"b29d379c-5c40-4d1c-8e1e-860b80b72f88\", \"90305e37-9b1e-4662-8315-94b9479de0d2\", \"9b8a3e2a-c111-497f-b992-fc28b5ef0ff6\", \"413a814e-cc03-416d-91fa-a389c8b1a114\", \"70d5935f-5c96-41b8-8f1e-68981c3d2e48\", \"bc237136-7cd4-4239-be24-475bc72e9238\"], \"total_duration\": 529.0, \"total_sessions\": 11, \"mean_week_duration\": 2.46}, \"22447\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-19 02:02:07.000000+00:00\", \"2023-01-13 20:38:05.000000+00:00\", \"2022-05-19 14:19:33.000000+00:00\", \"2022-01-12 03:22:28.000000+00:00\", \"2022-07-17 21:39:39.000000+00:00\", \"2022-01-14 06:17:26.000000+00:00\"], \"session_ids\": [\"35b55a80-8e7b-4ca0-b768-768492c54792\", \"4611af07-3668-4050-86d8-5a1bef8be2bf\", \"fc443e51-1670-4e89-b8f4-6037aa742e8c\", \"e9db0601-e721-45f5-8403-c517f5408f4b\", \"bd9c3bab-1613-4d5e-8a4d-22851a479bf6\", \"0aae3a05-5bc3-4eb1-9457-2c28bc4e87a2\"], \"total_duration\": 4489.0, \"total_sessions\": 6, \"mean_week_duration\": 37.099}, \"98477\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-07-24 01:44:49.000000+00:00\", \"2020-06-30 14:47:45.000000+00:00\"], \"session_ids\": [\"29322ff8-189b-42a7-8da4-e5ed7d1a141b\", \"5a484760-ed75-4c5a-9745-c94c2ed4a40b\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 87.75}, \"92496\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-26 14:32:09.000000+00:00\", \"2019-07-21 18:09:10.000000+00:00\", \"2020-06-14 09:44:22.000000+00:00\", \"2020-05-11 22:34:57.000000+00:00\", \"2021-02-28 21:59:57.000000+00:00\"], \"session_ids\": [\"77674ecd-8373-49e7-864b-a9a8b97fc5ce\", \"d441b6fb-a752-4d1c-94a5-ecf31dacdb67\", \"29ae7790-dbd5-4334-abfc-e18b3fd67c05\", \"ef50adb8-ca7b-4119-bc17-6a037e745456\", \"b28b89b9-efd4-4cdd-b88f-cc673355f951\"], \"total_duration\": 3517.0, \"total_sessions\": 5, \"mean_week_duration\": 38.228}, \"90295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-18 07:30:25.000000+00:00\", \"2021-12-22 11:21:08.000000+00:00\"], \"session_ids\": [\"cf4972d3-c96d-4c57-bfc5-0ad4991c91e7\", \"a8d5ee9f-7fce-4aa0-bb59-e48cc85857a3\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 1.195}, \"99682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-11-08 14:26:54.000000+00:00\", \"2020-05-13 11:38:38.000000+00:00\", \"2020-06-16 08:08:29.000000+00:00\", \"2021-05-22 03:24:07.000000+00:00\"], \"session_ids\": [\"9e3c3dbf-9933-4b3c-9baa-6bd530291b45\", \"1905b437-d292-4bc3-a8cf-b493b104d9f8\", \"d19a4622-701f-44b6-9103-6f321e597cd7\", \"d8586287-47cf-4748-9d11-fb6ac5fcc51b\"], \"total_duration\": 80.0, \"total_sessions\": 4, \"mean_week_duration\": 1.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 2165 and are greater than 4013"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[2165, 4013]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"45606\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-01-22 16:17:32.000000+00:00\", \"2021-11-11 12:34:05.000000+00:00\"], \"session_ids\": [\"6599454c-f604-4de4-9d54-1d803912400b\", \"4a2abc79-d560-4720-a8f7-1751a11751b1\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 2.075}, \"64887\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-10-24 12:42:21.000000+00:00\", \"2020-07-03 11:19:35.000000+00:00\", \"2021-07-23 09:16:55.000000+00:00\"], \"session_ids\": [\"3b93f09c-cd0f-4443-904f-f0198158ef61\", \"20313f3d-1984-4ad2-80c5-f7a937396421\", \"5036f8fc-e82c-449f-9b40-5c3ad8a49021\"], \"total_duration\": 413.0, \"total_sessions\": 3, \"mean_week_duration\": 7.509}, \"27567\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-16 13:46:34.000000+00:00\", \"2023-03-14 19:20:49.000000+00:00\", \"2019-10-21 06:30:16.000000+00:00\", \"2019-08-29 01:01:26.000000+00:00\", \"2020-06-03 01:05:39.000000+00:00\", \"2020-02-24 04:11:06.000000+00:00\", \"2023-01-04 23:17:41.000000+00:00\", \"2020-09-29 11:45:21.000000+00:00\", \"2020-10-29 03:57:22.000000+00:00\", \"2019-09-17 06:04:16.000000+00:00\", \"2019-01-30 00:29:25.000000+00:00\"], \"session_ids\": [\"485fb635-d6e6-44d0-9a31-e0b89cf15048\", \"5c0da318-882c-4fd8-ac28-e8840904dc32\", \"4f15ed86-35de-4938-bb5b-ad51613d5342\", \"960d7dc6-d3da-47e7-88e3-a9cbef6d0cac\", \"bdc7ce05-8176-4e34-b853-cd5a337e8325\", \"b29d379c-5c40-4d1c-8e1e-860b80b72f88\", \"90305e37-9b1e-4662-8315-94b9479de0d2\", \"9b8a3e2a-c111-497f-b992-fc28b5ef0ff6\", \"413a814e-cc03-416d-91fa-a389c8b1a114\", \"70d5935f-5c96-41b8-8f1e-68981c3d2e48\", \"bc237136-7cd4-4239-be24-475bc72e9238\"], \"total_duration\": 529.0, \"total_sessions\": 11, \"mean_week_duration\": 2.46}, \"98477\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-07-24 01:44:49.000000+00:00\", \"2020-06-30 14:47:45.000000+00:00\"], \"session_ids\": [\"29322ff8-189b-42a7-8da4-e5ed7d1a141b\", \"5a484760-ed75-4c5a-9745-c94c2ed4a40b\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 87.75}, \"90295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-18 07:30:25.000000+00:00\", \"2021-12-22 11:21:08.000000+00:00\"], \"session_ids\": [\"cf4972d3-c96d-4c57-bfc5-0ad4991c91e7\", \"a8d5ee9f-7fce-4aa0-bb59-e48cc85857a3\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 1.195}, \"99682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-11-08 14:26:54.000000+00:00\", \"2020-05-13 11:38:38.000000+00:00\", \"2020-06-16 08:08:29.000000+00:00\", \"2021-05-22 03:24:07.000000+00:00\"], \"session_ids\": [\"9e3c3dbf-9933-4b3c-9baa-6bd530291b45\", \"1905b437-d292-4bc3-a8cf-b493b104d9f8\", \"d19a4622-701f-44b6-9103-6f321e597cd7\", \"d8586287-47cf-4748-9d11-fb6ac5fcc51b\"], \"total_duration\": 80.0, \"total_sessions\": 4, \"mean_week_duration\": 1.0}, \"66732\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-01 17:37:52.000000+00:00\", \"2022-01-07 09:32:13.000000+00:00\", \"2021-02-25 11:45:52.000000+00:00\", \"2021-09-17 12:27:09.000000+00:00\", \"2022-08-25 06:20:18.000000+00:00\", \"2021-07-25 20:07:38.000000+00:00\", \"2021-07-22 08:22:27.000000+00:00\"], \"session_ids\": [\"2b0924d6-80a8-47e9-95e2-7a5c109c91e3\", \"1189ae2e-fd4a-4a3a-9fe6-e0f7a4ae5766\", \"e05d231b-c300-4386-92fc-5b121413929e\", \"bce4cd22-5e12-4c41-b7f7-fef2e4dbf28c\", \"7237e12b-76e5-458e-b1b3-f64337e8ec2e\", \"151b9f4d-5916-4246-b962-da09d11125d9\", \"c1774eed-7e3b-4adc-8cf8-03a8d163b727\"], \"total_duration\": 8259.0, \"total_sessions\": 7, \"mean_week_duration\": 46.399}, \"19588\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-26 00:25:43.000000+00:00\", \"2019-06-04 05:26:01.000000+00:00\", \"2023-06-16 13:26:18.000000+00:00\", \"2020-03-13 08:50:26.000000+00:00\", \"2023-02-12 10:40:02.000000+00:00\", \"2023-01-20 08:30:10.000000+00:00\", \"2023-01-11 01:05:58.000000+00:00\"], \"session_ids\": [\"38ec2415-b1ca-452f-8f33-85807bd74a0d\", \"8d27b016-ff57-4f86-baca-b33d18076768\", \"8e4ee44b-d9b2-4a1f-ad18-438d58971909\", \"7397b518-eed4-4a6f-911d-693ad126ef73\", \"c5f8eac9-ccbf-4bed-b2d7-b3a87d94fa72\", \"023b2b86-0d49-424a-823c-7da44e04fff1\", \"1fc1605b-fd09-4cf6-9ddd-97ed0a7c89db\"], \"total_duration\": 6688.0, \"total_sessions\": 7, \"mean_week_duration\": 31.697}, \"22447\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-19 02:02:07.000000+00:00\", \"2023-01-13 20:38:05.000000+00:00\", \"2022-05-19 14:19:33.000000+00:00\", \"2022-01-12 03:22:28.000000+00:00\", \"2022-07-17 21:39:39.000000+00:00\", \"2022-01-14 06:17:26.000000+00:00\"], \"session_ids\": [\"35b55a80-8e7b-4ca0-b768-768492c54792\", \"4611af07-3668-4050-86d8-5a1bef8be2bf\", \"fc443e51-1670-4e89-b8f4-6037aa742e8c\", \"e9db0601-e721-45f5-8403-c517f5408f4b\", \"bd9c3bab-1613-4d5e-8a4d-22851a479bf6\", \"0aae3a05-5bc3-4eb1-9457-2c28bc4e87a2\"], \"total_duration\": 4489.0, \"total_sessions\": 6, \"mean_week_duration\": 37.099}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66732\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-01 17:37:52.000000+00:00\", \"2022-01-07 09:32:13.000000+00:00\", \"2021-02-25 11:45:52.000000+00:00\", \"2021-09-17 12:27:09.000000+00:00\", \"2022-08-25 06:20:18.000000+00:00\", \"2021-07-25 20:07:38.000000+00:00\", \"2021-07-22 08:22:27.000000+00:00\"], \"session_ids\": [\"2b0924d6-80a8-47e9-95e2-7a5c109c91e3\", \"1189ae2e-fd4a-4a3a-9fe6-e0f7a4ae5766\", \"e05d231b-c300-4386-92fc-5b121413929e\", \"bce4cd22-5e12-4c41-b7f7-fef2e4dbf28c\", \"7237e12b-76e5-458e-b1b3-f64337e8ec2e\", \"151b9f4d-5916-4246-b962-da09d11125d9\", \"c1774eed-7e3b-4adc-8cf8-03a8d163b727\"], \"total_duration\": 8259.0, \"total_sessions\": 7, \"mean_week_duration\": 46.399}}, {\"19588\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-26 00:25:43.000000+00:00\", \"2019-06-04 05:26:01.000000+00:00\", \"2023-06-16 13:26:18.000000+00:00\", \"2020-03-13 08:50:26.000000+00:00\", \"2023-02-12 10:40:02.000000+00:00\", \"2023-01-20 08:30:10.000000+00:00\", \"2023-01-11 01:05:58.000000+00:00\"], \"session_ids\": [\"38ec2415-b1ca-452f-8f33-85807bd74a0d\", \"8d27b016-ff57-4f86-baca-b33d18076768\", \"8e4ee44b-d9b2-4a1f-ad18-438d58971909\", \"7397b518-eed4-4a6f-911d-693ad126ef73\", \"c5f8eac9-ccbf-4bed-b2d7-b3a87d94fa72\", \"023b2b86-0d49-424a-823c-7da44e04fff1\", \"1fc1605b-fd09-4cf6-9ddd-97ed0a7c89db\"], \"total_duration\": 6688.0, \"total_sessions\": 7, \"mean_week_duration\": 31.697}}, {\"22447\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-19 02:02:07.000000+00:00\", \"2023-01-13 20:38:05.000000+00:00\", \"2022-05-19 14:19:33.000000+00:00\", \"2022-01-12 03:22:28.000000+00:00\", \"2022-07-17 21:39:39.000000+00:00\", \"2022-01-14 06:17:26.000000+00:00\"], \"session_ids\": [\"35b55a80-8e7b-4ca0-b768-768492c54792\", \"4611af07-3668-4050-86d8-5a1bef8be2bf\", \"fc443e51-1670-4e89-b8f4-6037aa742e8c\", \"e9db0601-e721-45f5-8403-c517f5408f4b\", \"bd9c3bab-1613-4d5e-8a4d-22851a479bf6\", \"0aae3a05-5bc3-4eb1-9457-2c28bc4e87a2\"], \"total_duration\": 4489.0, \"total_sessions\": 6, \"mean_week_duration\": 37.099}}, {\"27567\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-16 13:46:34.000000+00:00\", \"2023-03-14 19:20:49.000000+00:00\", \"2019-10-21 06:30:16.000000+00:00\", \"2019-08-29 01:01:26.000000+00:00\", \"2020-06-03 01:05:39.000000+00:00\", \"2020-02-24 04:11:06.000000+00:00\", \"2023-01-04 23:17:41.000000+00:00\", \"2020-09-29 11:45:21.000000+00:00\", \"2020-10-29 03:57:22.000000+00:00\", \"2019-09-17 06:04:16.000000+00:00\", \"2019-01-30 00:29:25.000000+00:00\"], \"session_ids\": [\"485fb635-d6e6-44d0-9a31-e0b89cf15048\", \"5c0da318-882c-4fd8-ac28-e8840904dc32\", \"4f15ed86-35de-4938-bb5b-ad51613d5342\", \"960d7dc6-d3da-47e7-88e3-a9cbef6d0cac\", \"bdc7ce05-8176-4e34-b853-cd5a337e8325\", \"b29d379c-5c40-4d1c-8e1e-860b80b72f88\", \"90305e37-9b1e-4662-8315-94b9479de0d2\", \"9b8a3e2a-c111-497f-b992-fc28b5ef0ff6\", \"413a814e-cc03-416d-91fa-a389c8b1a114\", \"70d5935f-5c96-41b8-8f1e-68981c3d2e48\", \"bc237136-7cd4-4239-be24-475bc72e9238\"], \"total_duration\": 529.0, \"total_sessions\": 11, \"mean_week_duration\": 2.46}}, {\"64887\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-10-24 12:42:21.000000+00:00\", \"2020-07-03 11:19:35.000000+00:00\", \"2021-07-23 09:16:55.000000+00:00\"], \"session_ids\": [\"3b93f09c-cd0f-4443-904f-f0198158ef61\", \"20313f3d-1984-4ad2-80c5-f7a937396421\", \"5036f8fc-e82c-449f-9b40-5c3ad8a49021\"], \"total_duration\": 413.0, \"total_sessions\": 3, \"mean_week_duration\": 7.509}}, {\"98477\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-07-24 01:44:49.000000+00:00\", \"2020-06-30 14:47:45.000000+00:00\"], \"session_ids\": [\"29322ff8-189b-42a7-8da4-e5ed7d1a141b\", \"5a484760-ed75-4c5a-9745-c94c2ed4a40b\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 87.75}}, {\"45606\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-01-22 16:17:32.000000+00:00\", \"2021-11-11 12:34:05.000000+00:00\"], \"session_ids\": [\"6599454c-f604-4de4-9d54-1d803912400b\", \"4a2abc79-d560-4720-a8f7-1751a11751b1\"], \"total_duration\": 305.0, \"total_sessions\": 2, \"mean_week_duration\": 2.075}}, {\"90295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-18 07:30:25.000000+00:00\", \"2021-12-22 11:21:08.000000+00:00\"], \"session_ids\": [\"cf4972d3-c96d-4c57-bfc5-0ad4991c91e7\", \"a8d5ee9f-7fce-4aa0-bb59-e48cc85857a3\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 1.195}}, {\"99682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-11-08 14:26:54.000000+00:00\", \"2020-05-13 11:38:38.000000+00:00\", \"2020-06-16 08:08:29.000000+00:00\", \"2021-05-22 03:24:07.000000+00:00\"], \"session_ids\": [\"9e3c3dbf-9933-4b3c-9baa-6bd530291b45\", \"1905b437-d292-4bc3-a8cf-b493b104d9f8\", \"d19a4622-701f-44b6-9103-6f321e597cd7\", \"d8586287-47cf-4748-9d11-fb6ac5fcc51b\"], \"total_duration\": 80.0, \"total_sessions\": 4, \"mean_week_duration\": 1.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66732\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-01 17:37:52.000000+00:00\", \"2022-01-07 09:32:13.000000+00:00\", \"2021-02-25 11:45:52.000000+00:00\", \"2021-09-17 12:27:09.000000+00:00\", \"2022-08-25 06:20:18.000000+00:00\", \"2021-07-25 20:07:38.000000+00:00\", \"2021-07-22 08:22:27.000000+00:00\"], \"session_ids\": [\"2b0924d6-80a8-47e9-95e2-7a5c109c91e3\", \"1189ae2e-fd4a-4a3a-9fe6-e0f7a4ae5766\", \"e05d231b-c300-4386-92fc-5b121413929e\", \"bce4cd22-5e12-4c41-b7f7-fef2e4dbf28c\", \"7237e12b-76e5-458e-b1b3-f64337e8ec2e\", \"151b9f4d-5916-4246-b962-da09d11125d9\", \"c1774eed-7e3b-4adc-8cf8-03a8d163b727\"], \"total_duration\": 8259.0, \"total_sessions\": 7, \"mean_week_duration\": 46.399}}, {\"19588\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-26 00:25:43.000000+00:00\", \"2019-06-04 05:26:01.000000+00:00\", \"2023-06-16 13:26:18.000000+00:00\", \"2020-03-13 08:50:26.000000+00:00\", \"2023-02-12 10:40:02.000000+00:00\", \"2023-01-20 08:30:10.000000+00:00\", \"2023-01-11 01:05:58.000000+00:00\"], \"session_ids\": [\"38ec2415-b1ca-452f-8f33-85807bd74a0d\", \"8d27b016-ff57-4f86-baca-b33d18076768\", \"8e4ee44b-d9b2-4a1f-ad18-438d58971909\", \"7397b518-eed4-4a6f-911d-693ad126ef73\", \"c5f8eac9-ccbf-4bed-b2d7-b3a87d94fa72\", \"023b2b86-0d49-424a-823c-7da44e04fff1\", \"1fc1605b-fd09-4cf6-9ddd-97ed0a7c89db\"], \"total_duration\": 6688.0, \"total_sessions\": 7, \"mean_week_duration\": 31.697}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"66732\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-01 17:37:52.000000+00:00\", \"2022-01-07 09:32:13.000000+00:00\", \"2021-02-25 11:45:52.000000+00:00\", \"2021-09-17 12:27:09.000000+00:00\", \"2022-08-25 06:20:18.000000+00:00\", \"2021-07-25 20:07:38.000000+00:00\", \"2021-07-22 08:22:27.000000+00:00\"], \"session_ids\": [\"2b0924d6-80a8-47e9-95e2-7a5c109c91e3\", \"1189ae2e-fd4a-4a3a-9fe6-e0f7a4ae5766\", \"e05d231b-c300-4386-92fc-5b121413929e\", \"bce4cd22-5e12-4c41-b7f7-fef2e4dbf28c\", \"7237e12b-76e5-458e-b1b3-f64337e8ec2e\", \"151b9f4d-5916-4246-b962-da09d11125d9\", \"c1774eed-7e3b-4adc-8cf8-03a8d163b727\"], \"total_duration\": 8259.0, \"total_sessions\": 7, \"mean_week_duration\": 46.399}}, {\"19588\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-26 00:25:43.000000+00:00\", \"2019-06-04 05:26:01.000000+00:00\", \"2023-06-16 13:26:18.000000+00:00\", \"2020-03-13 08:50:26.000000+00:00\", \"2023-02-12 10:40:02.000000+00:00\", \"2023-01-20 08:30:10.000000+00:00\", \"2023-01-11 01:05:58.000000+00:00\"], \"session_ids\": [\"38ec2415-b1ca-452f-8f33-85807bd74a0d\", \"8d27b016-ff57-4f86-baca-b33d18076768\", \"8e4ee44b-d9b2-4a1f-ad18-438d58971909\", \"7397b518-eed4-4a6f-911d-693ad126ef73\", \"c5f8eac9-ccbf-4bed-b2d7-b3a87d94fa72\", \"023b2b86-0d49-424a-823c-7da44e04fff1\", \"1fc1605b-fd09-4cf6-9ddd-97ed0a7c89db\"], \"total_duration\": 6688.0, \"total_sessions\": 7, \"mean_week_duration\": 31.697}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 7 users who have time in app less than 2187 plus do sorting by all sessions quantity form the highest to the lowest + display me only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-28 02:24:13.000000+00:00\", \"2023-06-20 07:28:35.000000+00:00\"], \"session_ids\": [\"a8fe8fe8-dc4f-4d1f-b1d4-b5dd5b5123a0\", \"a86a3e73-0b50-4122-8fc3-a5426c820e1d\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"84971\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-23 13:45:11.000000+00:00\", \"2021-05-30 06:02:42.000000+00:00\", \"2023-04-05 09:22:03.000000+00:00\", \"2019-05-21 01:54:55.000000+00:00\", \"2020-06-22 12:07:31.000000+00:00\"], \"session_ids\": [\"21cc7893-5505-4d79-a823-f54ca259e4f1\", \"e7ed7375-7665-4b67-b93c-7ee5aef66d96\", \"298266f7-fb17-4a14-8eaa-c0cba145161c\", \"e052edc7-b014-44c5-9b21-ee6103534939\", \"c426024e-e918-49a3-89ad-9966456168e2\"], \"total_duration\": 63.0, \"total_sessions\": 5, \"mean_week_duration\": 0.31}, \"33249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-17 01:13:00.000000+00:00\", \"2022-11-18 13:20:24.000000+00:00\", \"2019-06-01 22:36:52.000000+00:00\", \"2020-09-14 06:54:32.000000+00:00\", \"2019-05-28 01:22:36.000000+00:00\", \"2020-08-31 03:25:07.000000+00:00\", \"2021-07-25 14:02:08.000000+00:00\"], \"session_ids\": [\"1ddf4dc9-96f3-49f8-8c06-abece620ed26\", \"839ce0f0-f37b-4c4d-8d30-38fd36b4f311\", \"1ecbf001-99e5-439d-ae5c-8d2e30ead411\", \"a684d29d-353c-487b-bf21-f2faf7559835\", \"f8bde921-68a2-417f-b2b2-a8fdd9990591\", \"141f4176-4494-4fb5-b729-52e16891fe69\", \"5179c6e2-e758-469c-bdc4-960534ce8217\"], \"total_duration\": 3286.0, \"total_sessions\": 7, \"mean_week_duration\": 18.055}, \"56211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-05 19:39:30.000000+00:00\", \"2019-11-07 09:45:22.000000+00:00\", \"2020-06-28 18:16:31.000000+00:00\", \"2020-08-01 05:21:07.000000+00:00\", \"2023-01-06 08:12:21.000000+00:00\", \"2022-05-26 01:21:32.000000+00:00\"], \"session_ids\": [\"c90cbecb-3847-42a4-94e6-8d192e67bbce\", \"6c107288-1dd9-4886-abbb-3c92b29785e4\", \"2345d003-7145-47de-83ca-069450b73d43\", \"2d865014-7bf5-402c-b907-654dd8a3d474\", \"a0569c77-bbe6-49af-bad0-635038e7abea\", \"d1f5f8b2-3090-4f2e-9a35-f03bac7c1d80\"], \"total_duration\": 399.0, \"total_sessions\": 6, \"mean_week_duration\": 2.293}, \"35426\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-17 02:34:04.000000+00:00\", \"2019-02-01 11:47:04.000000+00:00\", \"2021-11-04 10:00:10.000000+00:00\", \"2020-01-30 07:11:53.000000+00:00\", \"2020-12-17 19:45:35.000000+00:00\", \"2021-11-28 01:35:13.000000+00:00\", \"2021-07-16 13:14:46.000000+00:00\", \"2020-08-07 06:22:28.000000+00:00\", \"2021-05-30 15:28:31.000000+00:00\", \"2021-07-28 05:52:18.000000+00:00\", \"2019-05-15 17:31:49.000000+00:00\"], \"session_ids\": [\"97924720-96fc-4bd1-acd5-7e889234de07\", \"6642e3d8-7f2f-414c-be84-ff17abe02f86\", \"916dadc7-a0e4-478c-9fac-8a27e357139b\", \"efb19330-d83c-4fe2-8b45-8a8ce863326f\", \"0843e9fe-88f6-485e-8840-edd21f1f5c14\", \"209bcbc3-62e1-4532-89e5-bd0d3858941a\", \"4d713d29-4ab2-4d79-ae2f-2704c80f8e6c\", \"ab1a0a9c-c804-4144-a001-2db24c7a7367\", \"0f8a3f64-a3a8-438e-a051-696c90d38aa2\", \"f9f9c1fc-288d-40ca-a372-e6dfe7d15e72\", \"7604b9de-506c-4526-856d-bed4e85d1b6c\"], \"total_duration\": 18755.0, \"total_sessions\": 11, \"mean_week_duration\": 87.233}, \"70305\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-23 17:33:57.000000+00:00\", \"2021-09-16 08:42:13.000000+00:00\"], \"session_ids\": [\"d5ff86d3-9912-4225-bfaa-2d6c972b0ed3\", \"a7d18b98-5983-41e2-bf78-095b1988d59a\"], \"total_duration\": 330.0, \"total_sessions\": 2, \"mean_week_duration\": 10.312}, \"91073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-06-19 19:36:14.000000+00:00\", \"2020-12-08 08:46:34.000000+00:00\"], \"session_ids\": [\"81cd3949-661f-46f1-bfa1-6d16c8c41aba\", \"98da07bb-3547-4ea8-865a-cfa3edf3a862\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 12.893}, \"6975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-27 11:28:48.000000+00:00\", \"2019-09-10 05:17:45.000000+00:00\"], \"session_ids\": [\"01ae0821-d3cb-43a8-a94c-f7bfa7f23f13\", \"6a3d3ce3-c194-4c72-832d-368163dfc646\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.706}, \"66690\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-08 14:05:47.000000+00:00\", \"2023-02-03 23:19:01.000000+00:00\", \"2023-03-07 03:06:37.000000+00:00\", \"2019-09-07 06:36:59.000000+00:00\"], \"session_ids\": [\"0e3f3251-03ff-4d30-b3c3-08356ee2c6c0\", \"da40faa2-4544-4196-95a2-060abba60ecf\", \"231cef9d-1fe1-4cb7-9f40-c56a67355c3e\", \"b225690b-84e0-44bc-a7e8-da88268d8c8e\"], \"total_duration\": 63.0, \"total_sessions\": 4, \"mean_week_duration\": 0.344}, \"72052\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-05-04 03:08:45.000000+00:00\", \"2021-07-05 12:26:12.000000+00:00\", \"2022-09-03 18:30:10.000000+00:00\"], \"session_ids\": [\"d8a5f182-7591-4043-a7da-a946ead1412b\", \"1e3f491b-be6a-4d6a-9937-5dec507a9d69\", \"e9fe94cf-99c3-4c33-99c9-09a66442fd02\"], \"total_duration\": 669.0, \"total_sessions\": 3, \"mean_week_duration\": 10.967}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 2187"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[2187, 4435]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-28 02:24:13.000000+00:00\", \"2023-06-20 07:28:35.000000+00:00\"], \"session_ids\": [\"a8fe8fe8-dc4f-4d1f-b1d4-b5dd5b5123a0\", \"a86a3e73-0b50-4122-8fc3-a5426c820e1d\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"84971\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-23 13:45:11.000000+00:00\", \"2021-05-30 06:02:42.000000+00:00\", \"2023-04-05 09:22:03.000000+00:00\", \"2019-05-21 01:54:55.000000+00:00\", \"2020-06-22 12:07:31.000000+00:00\"], \"session_ids\": [\"21cc7893-5505-4d79-a823-f54ca259e4f1\", \"e7ed7375-7665-4b67-b93c-7ee5aef66d96\", \"298266f7-fb17-4a14-8eaa-c0cba145161c\", \"e052edc7-b014-44c5-9b21-ee6103534939\", \"c426024e-e918-49a3-89ad-9966456168e2\"], \"total_duration\": 63.0, \"total_sessions\": 5, \"mean_week_duration\": 0.31}, \"56211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-05 19:39:30.000000+00:00\", \"2019-11-07 09:45:22.000000+00:00\", \"2020-06-28 18:16:31.000000+00:00\", \"2020-08-01 05:21:07.000000+00:00\", \"2023-01-06 08:12:21.000000+00:00\", \"2022-05-26 01:21:32.000000+00:00\"], \"session_ids\": [\"c90cbecb-3847-42a4-94e6-8d192e67bbce\", \"6c107288-1dd9-4886-abbb-3c92b29785e4\", \"2345d003-7145-47de-83ca-069450b73d43\", \"2d865014-7bf5-402c-b907-654dd8a3d474\", \"a0569c77-bbe6-49af-bad0-635038e7abea\", \"d1f5f8b2-3090-4f2e-9a35-f03bac7c1d80\"], \"total_duration\": 399.0, \"total_sessions\": 6, \"mean_week_duration\": 2.293}, \"70305\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-23 17:33:57.000000+00:00\", \"2021-09-16 08:42:13.000000+00:00\"], \"session_ids\": [\"d5ff86d3-9912-4225-bfaa-2d6c972b0ed3\", \"a7d18b98-5983-41e2-bf78-095b1988d59a\"], \"total_duration\": 330.0, \"total_sessions\": 2, \"mean_week_duration\": 10.312}, \"91073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-06-19 19:36:14.000000+00:00\", \"2020-12-08 08:46:34.000000+00:00\"], \"session_ids\": [\"81cd3949-661f-46f1-bfa1-6d16c8c41aba\", \"98da07bb-3547-4ea8-865a-cfa3edf3a862\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 12.893}, \"6975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-27 11:28:48.000000+00:00\", \"2019-09-10 05:17:45.000000+00:00\"], \"session_ids\": [\"01ae0821-d3cb-43a8-a94c-f7bfa7f23f13\", \"6a3d3ce3-c194-4c72-832d-368163dfc646\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.706}, \"66690\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-08 14:05:47.000000+00:00\", \"2023-02-03 23:19:01.000000+00:00\", \"2023-03-07 03:06:37.000000+00:00\", \"2019-09-07 06:36:59.000000+00:00\"], \"session_ids\": [\"0e3f3251-03ff-4d30-b3c3-08356ee2c6c0\", \"da40faa2-4544-4196-95a2-060abba60ecf\", \"231cef9d-1fe1-4cb7-9f40-c56a67355c3e\", \"b225690b-84e0-44bc-a7e8-da88268d8c8e\"], \"total_duration\": 63.0, \"total_sessions\": 4, \"mean_week_duration\": 0.344}, \"72052\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-05-04 03:08:45.000000+00:00\", \"2021-07-05 12:26:12.000000+00:00\", \"2022-09-03 18:30:10.000000+00:00\"], \"session_ids\": [\"d8a5f182-7591-4043-a7da-a946ead1412b\", \"1e3f491b-be6a-4d6a-9937-5dec507a9d69\", \"e9fe94cf-99c3-4c33-99c9-09a66442fd02\"], \"total_duration\": 669.0, \"total_sessions\": 3, \"mean_week_duration\": 10.967}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-05 19:39:30.000000+00:00\", \"2019-11-07 09:45:22.000000+00:00\", \"2020-06-28 18:16:31.000000+00:00\", \"2020-08-01 05:21:07.000000+00:00\", \"2023-01-06 08:12:21.000000+00:00\", \"2022-05-26 01:21:32.000000+00:00\"], \"session_ids\": [\"c90cbecb-3847-42a4-94e6-8d192e67bbce\", \"6c107288-1dd9-4886-abbb-3c92b29785e4\", \"2345d003-7145-47de-83ca-069450b73d43\", \"2d865014-7bf5-402c-b907-654dd8a3d474\", \"a0569c77-bbe6-49af-bad0-635038e7abea\", \"d1f5f8b2-3090-4f2e-9a35-f03bac7c1d80\"], \"total_duration\": 399.0, \"total_sessions\": 6, \"mean_week_duration\": 2.293}}, {\"84971\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-23 13:45:11.000000+00:00\", \"2021-05-30 06:02:42.000000+00:00\", \"2023-04-05 09:22:03.000000+00:00\", \"2019-05-21 01:54:55.000000+00:00\", \"2020-06-22 12:07:31.000000+00:00\"], \"session_ids\": [\"21cc7893-5505-4d79-a823-f54ca259e4f1\", \"e7ed7375-7665-4b67-b93c-7ee5aef66d96\", \"298266f7-fb17-4a14-8eaa-c0cba145161c\", \"e052edc7-b014-44c5-9b21-ee6103534939\", \"c426024e-e918-49a3-89ad-9966456168e2\"], \"total_duration\": 63.0, \"total_sessions\": 5, \"mean_week_duration\": 0.31}}, {\"66690\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-06-08 14:05:47.000000+00:00\", \"2023-02-03 23:19:01.000000+00:00\", \"2023-03-07 03:06:37.000000+00:00\", \"2019-09-07 06:36:59.000000+00:00\"], \"session_ids\": [\"0e3f3251-03ff-4d30-b3c3-08356ee2c6c0\", \"da40faa2-4544-4196-95a2-060abba60ecf\", \"231cef9d-1fe1-4cb7-9f40-c56a67355c3e\", \"b225690b-84e0-44bc-a7e8-da88268d8c8e\"], \"total_duration\": 63.0, \"total_sessions\": 4, \"mean_week_duration\": 0.344}}, {\"72052\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-05-04 03:08:45.000000+00:00\", \"2021-07-05 12:26:12.000000+00:00\", \"2022-09-03 18:30:10.000000+00:00\"], \"session_ids\": [\"d8a5f182-7591-4043-a7da-a946ead1412b\", \"1e3f491b-be6a-4d6a-9937-5dec507a9d69\", \"e9fe94cf-99c3-4c33-99c9-09a66442fd02\"], \"total_duration\": 669.0, \"total_sessions\": 3, \"mean_week_duration\": 10.967}}, {\"66532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-28 02:24:13.000000+00:00\", \"2023-06-20 07:28:35.000000+00:00\"], \"session_ids\": [\"a8fe8fe8-dc4f-4d1f-b1d4-b5dd5b5123a0\", \"a86a3e73-0b50-4122-8fc3-a5426c820e1d\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}}, {\"70305\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-23 17:33:57.000000+00:00\", \"2021-09-16 08:42:13.000000+00:00\"], \"session_ids\": [\"d5ff86d3-9912-4225-bfaa-2d6c972b0ed3\", \"a7d18b98-5983-41e2-bf78-095b1988d59a\"], \"total_duration\": 330.0, \"total_sessions\": 2, \"mean_week_duration\": 10.312}}, {\"91073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-06-19 19:36:14.000000+00:00\", \"2020-12-08 08:46:34.000000+00:00\"], \"session_ids\": [\"81cd3949-661f-46f1-bfa1-6d16c8c41aba\", \"98da07bb-3547-4ea8-865a-cfa3edf3a862\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 12.893}}, {\"6975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-27 11:28:48.000000+00:00\", \"2019-09-10 05:17:45.000000+00:00\"], \"session_ids\": [\"01ae0821-d3cb-43a8-a94c-f7bfa7f23f13\", \"6a3d3ce3-c194-4c72-832d-368163dfc646\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.706}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-05 19:39:30.000000+00:00\", \"2019-11-07 09:45:22.000000+00:00\", \"2020-06-28 18:16:31.000000+00:00\", \"2020-08-01 05:21:07.000000+00:00\", \"2023-01-06 08:12:21.000000+00:00\", \"2022-05-26 01:21:32.000000+00:00\"], \"session_ids\": [\"c90cbecb-3847-42a4-94e6-8d192e67bbce\", \"6c107288-1dd9-4886-abbb-3c92b29785e4\", \"2345d003-7145-47de-83ca-069450b73d43\", \"2d865014-7bf5-402c-b907-654dd8a3d474\", \"a0569c77-bbe6-49af-bad0-635038e7abea\", \"d1f5f8b2-3090-4f2e-9a35-f03bac7c1d80\"], \"total_duration\": 399.0, \"total_sessions\": 6, \"mean_week_duration\": 2.293}}, {\"84971\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-23 13:45:11.000000+00:00\", \"2021-05-30 06:02:42.000000+00:00\", \"2023-04-05 09:22:03.000000+00:00\", \"2019-05-21 01:54:55.000000+00:00\", \"2020-06-22 12:07:31.000000+00:00\"], \"session_ids\": [\"21cc7893-5505-4d79-a823-f54ca259e4f1\", \"e7ed7375-7665-4b67-b93c-7ee5aef66d96\", \"298266f7-fb17-4a14-8eaa-c0cba145161c\", \"e052edc7-b014-44c5-9b21-ee6103534939\", \"c426024e-e918-49a3-89ad-9966456168e2\"], \"total_duration\": 63.0, \"total_sessions\": 5, \"mean_week_duration\": 0.31}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56211\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-05 19:39:30.000000+00:00\", \"2019-11-07 09:45:22.000000+00:00\", \"2020-06-28 18:16:31.000000+00:00\", \"2020-08-01 05:21:07.000000+00:00\", \"2023-01-06 08:12:21.000000+00:00\", \"2022-05-26 01:21:32.000000+00:00\"], \"session_ids\": [\"c90cbecb-3847-42a4-94e6-8d192e67bbce\", \"6c107288-1dd9-4886-abbb-3c92b29785e4\", \"2345d003-7145-47de-83ca-069450b73d43\", \"2d865014-7bf5-402c-b907-654dd8a3d474\", \"a0569c77-bbe6-49af-bad0-635038e7abea\", \"d1f5f8b2-3090-4f2e-9a35-f03bac7c1d80\"], \"total_duration\": 399.0, \"total_sessions\": 6, \"mean_week_duration\": 2.293}}, {\"84971\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-23 13:45:11.000000+00:00\", \"2021-05-30 06:02:42.000000+00:00\", \"2023-04-05 09:22:03.000000+00:00\", \"2019-05-21 01:54:55.000000+00:00\", \"2020-06-22 12:07:31.000000+00:00\"], \"session_ids\": [\"21cc7893-5505-4d79-a823-f54ca259e4f1\", \"e7ed7375-7665-4b67-b93c-7ee5aef66d96\", \"298266f7-fb17-4a14-8eaa-c0cba145161c\", \"e052edc7-b014-44c5-9b21-ee6103534939\", \"c426024e-e918-49a3-89ad-9966456168e2\"], \"total_duration\": 63.0, \"total_sessions\": 5, \"mean_week_duration\": 0.31}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 5 users who aren't currently living in cities Mumbai, Quito, Berlin, Santiago, Tokyo, Athens, Edinburgh , and do sorting by app usage time form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13368\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-07-07 00:59:13.000000+00:00\", \"2021-02-20 06:12:28.000000+00:00\", \"2020-11-11 14:49:43.000000+00:00\", \"2023-03-11 05:46:40.000000+00:00\", \"2019-06-05 04:54:49.000000+00:00\", \"2021-09-21 13:36:49.000000+00:00\", \"2020-07-18 10:36:55.000000+00:00\"], \"session_ids\": [\"c2968002-c7e3-4e60-9ad0-b764b9a150ea\", \"ce3aa3cd-00c7-4288-b354-b6c9d87e468c\", \"bede7d8b-9822-496f-86c8-05ffde4e207a\", \"a33a3260-2360-4f6e-9c4f-f36c6b9e0308\", \"ec42e28d-4cca-4916-8d33-3e55c34961c7\", \"0cb0f200-bd23-44c2-9331-c4ee2c199f22\", \"859cdef2-52a3-4bfe-a6a0-b44d9259648b\"], \"total_duration\": 8219.0, \"total_sessions\": 7, \"mean_week_duration\": 41.721}, \"66308\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-02 08:41:04.000000+00:00\", \"2019-10-08 17:47:37.000000+00:00\", \"2019-08-26 14:02:10.000000+00:00\"], \"session_ids\": [\"9d6ea87a-a59a-4c5b-b2ca-75d1fee07026\", \"fb33b88a-7ea4-4ea0-88d0-48627aba69a0\", \"2743a058-bf98-400d-86f3-1223a47d263c\"], \"total_duration\": 776.0, \"total_sessions\": 3, \"mean_week_duration\": 7.683}, \"93746\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-02-11 18:04:05.000000+00:00\", \"2022-04-30 18:21:03.000000+00:00\"], \"session_ids\": [\"cf0d99e9-5688-4591-8ee5-078f9b72f013\", \"aaea54c4-400e-4868-ac00-7a223c4cc54a\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 0.982}, \"14469\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-11-02 15:31:00.000000+00:00\", \"2020-01-02 06:15:37.000000+00:00\"], \"session_ids\": [\"c7ecca83-0ad2-488f-8ef7-1edd2513eda1\", \"570eb033-2767-4fe0-8f1a-5685bf646279\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.155}, \"90523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 8, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-01-12 19:16:36.000000+00:00\", \"2020-12-02 01:53:41.000000+00:00\"], \"session_ids\": [\"f1535cee-70eb-495b-9ccb-e1c67da0c64d\", \"6a6f2cb2-2db2-48bd-ae78-ab3dc4a3553f\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 1.515}, \"18218\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-10 10:45:52.000000+00:00\", \"2020-11-17 11:50:31.000000+00:00\", \"2019-12-14 20:23:13.000000+00:00\", \"2021-05-08 06:42:53.000000+00:00\", \"2019-09-16 21:01:04.000000+00:00\", \"2022-08-17 16:44:54.000000+00:00\", \"2019-07-20 23:23:54.000000+00:00\", \"2021-11-23 07:25:34.000000+00:00\"], \"session_ids\": [\"13896847-b724-45e1-93ee-d74015eafab2\", \"9034e011-a510-4fa3-8b9f-4dfe8c77d1ad\", \"5b7cb621-5b65-4d9c-b3a1-7c31a7655c84\", \"88421455-9058-433d-a0a0-611098c2bbe2\", \"69ed8c98-d799-4e07-a6de-e287684f5af1\", \"85f6b328-5706-4738-a254-58a46653a5e9\", \"5133d04c-7438-4b3f-8ce2-53883ba887c1\", \"21b544cf-4d96-457a-897a-ce35b7d40ab7\"], \"total_duration\": 876.0, \"total_sessions\": 8, \"mean_week_duration\": 5.006}, \"44730\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-12-19 06:13:11.000000+00:00\", \"2022-08-23 09:02:56.000000+00:00\", \"2019-07-03 12:29:16.000000+00:00\"], \"session_ids\": [\"142b016d-f5d2-4ea5-84f4-c1d781cf6f0f\", \"4c9ca96d-1d86-4884-83eb-ad6472a5003a\", \"a2abfb7a-3abc-404a-a53a-50f94787c8c9\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.232}, \"67582\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-04-26 10:50:28.000000+00:00\", \"2020-02-02 17:12:08.000000+00:00\"], \"session_ids\": [\"77b96d6f-e271-4a03-9ef1-f4152dd1faff\", \"b4eb7a55-6435-4c5d-8dd0-24f9069511b8\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.299}, \"65109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-04-16 13:21:54.000000+00:00\", \"2022-05-19 07:47:37.000000+00:00\"], \"session_ids\": [\"7bd259d5-38d1-4c23-bacd-e9cd6c26319d\", \"4603f531-2e08-4e3a-816b-7aa747c7e052\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 6.614}, \"12757\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-31 22:59:24.000000+00:00\", \"2020-04-18 03:26:21.000000+00:00\"], \"session_ids\": [\"d3b8c92a-20c7-4fdc-91f2-0096f1b3f252\", \"60c994d6-c663-440e-8df8-2b56a925c754\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}}\n```\n"
}
] |
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